In this project, you'll build your first neural network and use it to predict daily bike rental ridership. We've provided some of the code, but left the implementation of the neural network up to you (for the most part). After you've submitted this project, feel free to explore the data and the model more.
%matplotlib inline
%config InlineBackend.figure_format = 'retina'
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
A critical step in working with neural networks is preparing the data correctly. Variables on different scales make it difficult for the network to efficiently learn the correct weights. Below, we've written the code to load and prepare the data. You'll learn more about this soon!
data_path = 'Bike-Sharing-Dataset/hour.csv'
rides = pd.read_csv(data_path)
rides.head()
| instant | dteday | season | yr | mnth | hr | holiday | weekday | workingday | weathersit | temp | atemp | hum | windspeed | casual | registered | cnt | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 2011-01-01 | 1 | 0 | 1 | 0 | 0 | 6 | 0 | 1 | 0.24 | 0.2879 | 0.81 | 0.0 | 3 | 13 | 16 |
| 1 | 2 | 2011-01-01 | 1 | 0 | 1 | 1 | 0 | 6 | 0 | 1 | 0.22 | 0.2727 | 0.80 | 0.0 | 8 | 32 | 40 |
| 2 | 3 | 2011-01-01 | 1 | 0 | 1 | 2 | 0 | 6 | 0 | 1 | 0.22 | 0.2727 | 0.80 | 0.0 | 5 | 27 | 32 |
| 3 | 4 | 2011-01-01 | 1 | 0 | 1 | 3 | 0 | 6 | 0 | 1 | 0.24 | 0.2879 | 0.75 | 0.0 | 3 | 10 | 13 |
| 4 | 5 | 2011-01-01 | 1 | 0 | 1 | 4 | 0 | 6 | 0 | 1 | 0.24 | 0.2879 | 0.75 | 0.0 | 0 | 1 | 1 |
This dataset has the number of riders for each hour of each day from January 1 2011 to December 31 2012. The number of riders is split between casual and registered, summed up in the cnt column. You can see the first few rows of the data above.
Below is a plot showing the number of bike riders over the first 10 days or so in the data set. (Some days don't have exactly 24 entries in the data set, so it's not exactly 10 days.) You can see the hourly rentals here. This data is pretty complicated! The weekends have lower over all ridership and there are spikes when people are biking to and from work during the week. Looking at the data above, we also have information about temperature, humidity, and windspeed, all of these likely affecting the number of riders. You'll be trying to capture all this with your model.
rides[:24*10].plot(x='dteday', y='cnt')
<matplotlib.axes._subplots.AxesSubplot at 0x1870c03d710>
Here we have some categorical variables like season, weather, month. To include these in our model, we'll need to make binary dummy variables. This is simple to do with Pandas thanks to get_dummies().
dummy_fields = ['season', 'weathersit', 'mnth', 'hr', 'weekday']
for each in dummy_fields:
dummies = pd.get_dummies(rides[each], prefix=each, drop_first=False)
rides = pd.concat([rides, dummies], axis=1)
fields_to_drop = ['instant', 'dteday', 'season', 'weathersit',
'weekday', 'atemp', 'mnth', 'workingday', 'hr']
data = rides.drop(fields_to_drop, axis=1)
data.head()
| yr | holiday | temp | hum | windspeed | casual | registered | cnt | season_1 | season_2 | ... | hr_21 | hr_22 | hr_23 | weekday_0 | weekday_1 | weekday_2 | weekday_3 | weekday_4 | weekday_5 | weekday_6 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 0 | 0.24 | 0.81 | 0.0 | 3 | 13 | 16 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 1 | 0 | 0 | 0.22 | 0.80 | 0.0 | 8 | 32 | 40 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 2 | 0 | 0 | 0.22 | 0.80 | 0.0 | 5 | 27 | 32 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 3 | 0 | 0 | 0.24 | 0.75 | 0.0 | 3 | 10 | 13 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 4 | 0 | 0 | 0.24 | 0.75 | 0.0 | 0 | 1 | 1 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
5 rows × 59 columns
To make training the network easier, we'll standardize each of the continuous variables. That is, we'll shift and scale the variables such that they have zero mean and a standard deviation of 1.
The scaling factors are saved so we can go backwards when we use the network for predictions.
quant_features = ['casual', 'registered', 'cnt', 'temp', 'hum', 'windspeed']
# Store scalings in a dictionary so we can convert back later
scaled_features = {}
for each in quant_features:
mean, std = data[each].mean(), data[each].std()
scaled_features[each] = [mean, std]
data.loc[:, each] = (data[each] - mean)/std
We'll save the data for the last approximately 21 days to use as a test set after we've trained the network. We'll use this set to make predictions and compare them with the actual number of riders.
# Save data for approximately the last 21 days
test_data = data[-21*24:]
# Now remove the test data from the data set
data = data[:-21*24]
# Separate the data into features and targets
target_fields = ['cnt', 'casual', 'registered']
features, targets = data.drop(target_fields, axis=1), data[target_fields]
test_features, test_targets = test_data.drop(target_fields, axis=1), test_data[target_fields]
We'll split the data into two sets, one for training and one for validating as the network is being trained. Since this is time series data, we'll train on historical data, then try to predict on future data (the validation set).
# Hold out the last 60 days or so of the remaining data as a validation set
train_features, train_targets = features[:-60*24], targets[:-60*24]
val_features, val_targets = features[-60*24:], targets[-60*24:]
Below you'll build your network. We've built out the structure and the backwards pass. You'll implement the forward pass through the network. You'll also set the hyperparameters: the learning rate, the number of hidden units, and the number of training passes.

The network has two layers, a hidden layer and an output layer. The hidden layer will use the sigmoid function for activations. The output layer has only one node and is used for the regression, the output of the node is the same as the input of the node. That is, the activation function is $f(x)=x$. A function that takes the input signal and generates an output signal, but takes into account the threshold, is called an activation function. We work through each layer of our network calculating the outputs for each neuron. All of the outputs from one layer become inputs to the neurons on the next layer. This process is called forward propagation.
We use the weights to propagate signals forward from the input to the output layers in a neural network. We use the weights to also propagate error backwards from the output back into the network to update our weights. This is called backpropagation.
Hint: You'll need the derivative of the output activation function ($f(x) = x$) for the backpropagation implementation. If you aren't familiar with calculus, this function is equivalent to the equation $y = x$. What is the slope of that equation? That is the derivative of $f(x)$.
Below, you have these tasks:
self.activation_function in __init__ to your sigmoid function.train method.train method, including calculating the output error.run method.class NeuralNetwork(object):
def __init__(self, input_nodes, hidden_nodes, output_nodes, learning_rate):
# Set number of nodes in input, hidden and output layers.
self.input_nodes = input_nodes
self.hidden_nodes = hidden_nodes
self.output_nodes = output_nodes
# Initialize weights
self.weights_input_to_hidden = np.random.normal(0.0, self.input_nodes**-0.5,
(self.input_nodes, self.hidden_nodes))
self.weights_hidden_to_output = np.random.normal(0.0, self.hidden_nodes**-0.5,
(self.hidden_nodes, self.output_nodes))
self.lr = learning_rate
#### TODO: Set self.activation_function to your implemented sigmoid function ####
#
# Note: in Python, you can define a function with a lambda expression,
# as shown below.
self.activation_function = lambda x : 0 # Replace 0 with your sigmoid calculation.
### If the lambda code above is not something you're familiar with,
# You can uncomment out the following three lines and put your
# implementation there instead.
#
def sigmoid(x):
return 1/(1+np.exp(-x)) # Replace 0 with your sigmoid calculation here
self.activation_function = sigmoid
def train(self, features, targets):
''' Train the network on batch of features and targets.
Arguments
---------
features: 2D array, each row is one data record, each column is a feature
targets: 1D array of target values
'''
n_records = features.shape[0]
delta_weights_i_h = np.zeros(self.weights_input_to_hidden.shape)
delta_weights_h_o = np.zeros(self.weights_hidden_to_output.shape)
for X, y in zip(features, targets):
#### Implement the forward pass here ####
### Forward pass ###
# TODO: Hidden layer - Replace these values with your calculations.
hidden_inputs = np.dot(X, self.weights_input_to_hidden) # signals into hidden layer
hidden_outputs = self.activation_function(hidden_inputs) # signals from hidden layer
# TODO: Output layer - Replace these values with your calculations.
final_inputs = np.dot(hidden_outputs, self.weights_hidden_to_output) # signals into final output layer
print(final_inputs)
final_outputs = final_inputs # signals from final output layer
#### Implement the backward pass here ####
### Backward pass ###
# TODO: Output error - Replace this value with your calculations.
error = y - final_outputs
# TODO: Calculate the hidden layer's contribution to the error
hidden_error = np.dot(self.weights_hidden_to_output, error)
# TODO: Backpropagated error terms - Replace these values with your calculations.
output_error_term = error * 1.0
hidden_error_term = hidden_error * hidden_outputs * (1 - hidden_outputs)
print('X: ', X)
print(self.weights_input_to_hidden.T)
print('hidden inputs: ', hidden_inputs)
print('hidden Outputs: ', hidden_outputs)
print('final inputs: ', final_inputs)
print(self.weights_hidden_to_output)
print('oet: ', output_error_term)
# Weight step (input to hidden)
delta_weights_i_h += hidden_error_term * X[:, None]
# Weight step (hidden to output)
delta_weights_h_o += hidden_outputs[:,None] * output_error_term
# TODO: Update the weights - Replace these values with your calculations.
self.weights_hidden_to_output += self.lr * delta_weights_h_o /n_records # update hidden-to-output weights with gradient descent step
self.weights_input_to_hidden += self.lr * delta_weights_i_h /n_records # update input-to-hidden weights with gradient descent step
def run(self, features):
''' Run a forward pass through the network with input features
Arguments
---------
features: 1D array of feature values
'''
#### Implement the forward pass here ####
# TODO: Hidden layer - replace these values with the appropriate calculations.
hidden_inputs = np.dot(features, self.weights_input_to_hidden) # signals into hidden layer
hidden_outputs = self.activation_function(hidden_inputs) # signals from hidden layer
# TODO: Output layer - Replace these values with the appropriate calculations.
final_inputs = np.dot(hidden_outputs, self.weights_hidden_to_output) # signals into final output layer
final_outputs = final_inputs # signals from final output layer
return final_outputs
def MSE(y, Y):
return np.mean((y-Y)**2)
Run these unit tests to check the correctness of your network implementation. This will help you be sure your network was implemented correctly befor you starting trying to train it. These tests must all be successful to pass the project.
import unittest
inputs = np.array([[0.5, -0.2, 0.1]])
targets = np.array([[0.4]])
test_w_i_h = np.array([[0.1, -0.2],
[0.4, 0.5],
[-0.3, 0.2]])
test_w_h_o = np.array([[0.3],
[-0.1]])
class TestMethods(unittest.TestCase):
##########
# Unit tests for data loading
##########
def test_data_path(self):
# Test that file path to dataset has been unaltered
self.assertTrue(data_path.lower() == 'bike-sharing-dataset/hour.csv')
def test_data_loaded(self):
# Test that data frame loaded
self.assertTrue(isinstance(rides, pd.DataFrame))
##########
# Unit tests for network functionality
##########
def test_activation(self):
network = NeuralNetwork(3, 2, 1, 0.5)
# Test that the activation function is a sigmoid
self.assertTrue(np.all(network.activation_function(0.5) == 1/(1+np.exp(-0.5))))
def test_train(self):
# Test that weights are updated correctly on training
network = NeuralNetwork(3, 2, 1, 0.5)
network.weights_input_to_hidden = test_w_i_h.copy()
network.weights_hidden_to_output = test_w_h_o.copy()
network.train(inputs, targets)
self.assertTrue(np.allclose(network.weights_hidden_to_output,
np.array([[ 0.37275328],
[-0.03172939]])))
self.assertTrue(np.allclose(network.weights_input_to_hidden,
np.array([[ 0.10562014, -0.20185996],
[0.39775194, 0.50074398],
[-0.29887597, 0.19962801]])))
def test_run(self):
# Test correctness of run method
network = NeuralNetwork(3, 2, 1, 0.5)
network.weights_input_to_hidden = test_w_i_h.copy()
network.weights_hidden_to_output = test_w_h_o.copy()
self.assertTrue(np.allclose(network.run(inputs), 0.09998924))
suite = unittest.TestLoader().loadTestsFromModule(TestMethods())
unittest.TextTestRunner().run(suite)
.....
[ 0.09998924] X: [ 0.5 -0.2 0.1] [[ 0.1 0.4 -0.3] [-0.2 0.5 0.2]] hidden inputs: [-0.06 -0.18] hidden Outputs: [ 0.4850045 0.45512111] final inputs: [ 0.09998924] [[ 0.3] [-0.1]] oet: [ 0.30001076]
---------------------------------------------------------------------- Ran 5 tests in 0.012s OK
<unittest.runner.TextTestResult run=5 errors=0 failures=0>
Here you'll set the hyperparameters for the network. The strategy here is to find hyperparameters such that the error on the training set is low, but you're not overfitting to the data. If you train the network too long or have too many hidden nodes, it can become overly specific to the training set and will fail to generalize to the validation set. That is, the loss on the validation set will start increasing as the training set loss drops.
You'll also be using a method know as Stochastic Gradient Descent (SGD) to train the network. The idea is that for each training pass, you grab a random sample of the data instead of using the whole data set. You use many more training passes than with normal gradient descent, but each pass is much faster. This ends up training the network more efficiently. You'll learn more about SGD later.
This is the number of batches of samples from the training data we'll use to train the network. The more iterations you use, the better the model will fit the data. However, if you use too many iterations, then the model with not generalize well to other data, this is called overfitting. You want to find a number here where the network has a low training loss, and the validation loss is at a minimum. As you start overfitting, you'll see the training loss continue to decrease while the validation loss starts to increase.
This scales the size of weight updates. If this is too big, the weights tend to explode and the network fails to fit the data. A good choice to start at is 0.1. If the network has problems fitting the data, try reducing the learning rate. Note that the lower the learning rate, the smaller the steps are in the weight updates and the longer it takes for the neural network to converge.
The more hidden nodes you have, the more accurate predictions the model will make. Try a few different numbers and see how it affects the performance. You can look at the losses dictionary for a metric of the network performance. If the number of hidden units is too low, then the model won't have enough space to learn and if it is too high there are too many options for the direction that the learning can take. The trick here is to find the right balance in number of hidden units you choose.
import sys
### Set the hyperparameters here ###
iterations = 300
learning_rate = 0.6
hidden_nodes = 30
output_nodes = 10
N_i = train_features.shape[1]
network = NeuralNetwork(N_i, hidden_nodes, output_nodes, learning_rate)
losses = {'train':[], 'validation':[]}
for ii in range(iterations):
# Go through a random batch of 128 records from the training data set
batch = np.random.choice(train_features.index, size=128)
X, y = train_features.ix[batch].values, train_targets.ix[batch]['cnt']
network.train(X, y)
# Printing out the training progress
train_loss = MSE(network.run(train_features).T, train_targets['cnt'].values)
val_loss = MSE(network.run(val_features).T, val_targets['cnt'].values)
sys.stdout.write("\rProgress: {:2.1f}".format(100 * ii/float(iterations)) \
+ "% ... Training loss: " + str(train_loss)[:5] \
+ " ... Validation loss: " + str(val_loss)[:5])
sys.stdout.flush()
losses['train'].append(train_loss)
losses['validation'].append(val_loss)
[ 0.71642895 -0.12397781 -0.45822183 -1.14504487 -0.2484728 -0.74053383
-0.22852398 0.17621365 0.52921228 -0.95253731]
X: [ 0. 0. 0.53497563 -0.71128885 0.51988127 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
-0.18501557]
[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
-0.10047163]
...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [-0.07305983 -0.13765351 -0.62880232 0.20310669 -0.02518418 0.01590299
-0.19387657 -0.13433973 -0.11197303 0.23703666 -0.3356606 -0.29322407
-0.17604739 0.58360285 -0.03583086 -0.17518104 -0.43450407 -0.47532234
-0.09484456 -0.19311357 -0.45577394 0.32731406 -0.27650913 -0.35366595
0.03251092 0.37410154 0.06090459 0.59988845 0.03716093 0.09567184]
hidden Outputs: [ 0.48174316 0.46564086 0.34778216 0.55060283 0.49370429 0.50397566
0.45168211 0.46646549 0.47203595 0.55898325 0.41686395 0.42721475
0.45610147 0.641896 0.49104324 0.4563164 0.39305131 0.38335729
0.47630662 0.45187109 0.38798884 0.5811057 0.43130982 0.41249372
0.50812701 0.59244968 0.51522144 0.64563079 0.50928916 0.52389973]
final inputs: [ 0.71642895 -0.12397781 -0.45822183 -1.14504487 -0.2484728 -0.74053383
-0.22852398 0.17621365 0.52921228 -0.95253731]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
-3.14757484e-01 3.06629473e-01 6.66337986e-02 -1.24901194e-01
1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
5.31215864e-03 3.89928479e-01 -5.13788465e-02 8.09122759e-02
1.23235226e-01 -3.39911891e-01]
[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
-2.21778887e-02 -1.13704449e-01 -1.44673881e-01 -6.68934343e-02
5.41400827e-02 -2.06440861e-01]
[ 1.80754698e-01 -1.67227229e-01 -2.01511894e-01 -2.37467437e-01
5.42917684e-02 -9.64757282e-02 -2.07087232e-01 -9.54662504e-02
-6.39679262e-02 -2.30527369e-01]
[ 6.98439811e-02 -3.96027512e-02 5.50544664e-02 -8.42099498e-02
5.06671409e-02 -6.57498154e-03 1.46776959e-04 1.62967423e-01
1.48622872e-01 -4.08404969e-04]
[ -1.18526698e-01 -2.11865934e-02 3.86446118e-02 -2.57540348e-01
1.83277305e-02 -1.40970002e-01 -6.61589933e-02 1.02847591e-01
2.80361548e-02 -3.09229236e-01]
[ -1.64651189e-01 1.30985518e-01 -2.13713159e-01 5.89839086e-02
-1.00223721e-01 -2.24226800e-01 -3.00685690e-02 1.17050122e-01
5.44012969e-02 9.05722537e-02]
[ 7.46854806e-02 2.13456971e-01 -1.15749893e-01 2.02748443e-01
-3.41411796e-02 -1.47883663e-01 1.44897580e-01 -2.03784413e-01
-2.10248550e-01 2.10471056e-01]
[ -8.71626717e-02 -5.05991280e-01 -7.68703789e-02 -2.30315287e-01
-1.83689292e-01 -2.20596339e-01 -1.49432357e-01 -2.13717066e-01
4.18292594e-02 -3.40465934e-01]
[ 1.03344196e-01 1.37417022e-01 -1.26828118e-01 2.70367777e-01
-3.84006749e-01 1.02746613e-01 -1.97128277e-01 8.93422546e-02
-1.24182961e-01 1.34173303e-01]
[ -1.00156530e-01 2.92806997e-01 7.00384527e-02 -1.87336352e-01
2.14085650e-01 2.52164531e-01 7.77576154e-02 1.02710392e-01
1.66866730e-01 7.15846352e-02]
[ -2.16397204e-01 -2.97930543e-02 -2.12397962e-01 -1.74792874e-01
-2.99752401e-01 -4.11040001e-01 -1.54660931e-01 -8.23008985e-02
2.25666770e-02 3.26074341e-01]
[ 3.62123824e-01 -5.60426852e-02 1.40785059e-01 -4.46399961e-01
4.09331170e-01 8.46981520e-03 3.94753369e-01 8.14049078e-03
1.16284317e-01 -2.80013716e-02]
[ 3.51500436e-01 -1.89411437e-01 7.50134626e-03 2.64518138e-02
1.17667966e-01 3.70264873e-02 5.07265415e-02 6.20330466e-02
1.60929920e-01 -2.18471934e-01]
[ 9.06294031e-02 1.35281748e-01 6.04579554e-02 -1.79971724e-02
-2.08878023e-01 -2.06503513e-01 -2.37387958e-01 -8.51377294e-03
4.04823717e-01 -2.88511255e-01]
[ -1.48606852e-01 1.65915461e-01 1.35733482e-01 -1.96080080e-01
-8.53953312e-02 -1.90425917e-01 -1.67512378e-01 4.63613061e-02
8.81230149e-02 1.33398561e-01]
[ -1.74028659e-01 -1.00987848e-01 -1.71408614e-01 9.93417746e-02
-1.55752634e-01 6.50706660e-02 -9.87180449e-02 -3.96466024e-02
-2.02041134e-01 3.05021637e-01]
[ 3.13026487e-01 -2.17377784e-01 -6.44899801e-02 -2.00504905e-01
-8.38560120e-02 2.15133789e-02 3.66737435e-01 1.90400710e-01
-5.20123238e-02 -2.32764773e-01]
[ 7.96326065e-02 1.85173941e-03 1.87840297e-02 -1.59130243e-01
3.55754144e-02 -3.53136566e-02 6.42785733e-02 3.20051352e-01
-3.29493426e-02 1.09279013e-01]
[ 8.76651514e-02 -1.49359791e-01 -3.04578848e-01 -1.09940266e-01
4.10875597e-04 -2.18313770e-02 -8.60521319e-02 1.32606578e-01
3.72665603e-02 -1.61796484e-02]
[ -1.88189931e-01 -1.06748395e-01 3.69113848e-01 4.05738459e-02
1.29194376e-03 -5.93823377e-02 3.26690329e-01 -1.52571915e-01
1.39678131e-01 1.25451343e-02]
[ 4.37205054e-01 2.06470392e-01 4.03708454e-02 2.18150513e-01
4.72181873e-01 -1.60884398e-01 -1.38441933e-01 7.18397444e-02
-1.87937133e-02 2.37705620e-01]
[ 1.65894307e-01 -4.34551262e-02 -2.35152194e-01 5.72785858e-02
3.12988364e-01 -9.90931047e-02 1.94525046e-01 3.15891530e-02
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-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
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-0.74432692 -1.14906454 -1.50206317 -0.02031359]
[ 0.49236886 -0.19549147 -0.41587771 -1.32895319 -0.50507136 -0.7989238
-0.36979545 0.29674124 0.68015026 -0.96366169]
X: [ 1. 0. 0.11951233 -1.85159979 -1.55384381 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
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[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
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[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [ 0.047759 -0.11701188 -0.18712962 0.11002788 0.45308091 -0.15322343
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-0.74773639 0.60223677 -0.14693143 0.59317988 -0.31604623 0.19819939]
hidden Outputs: [ 0.51193748 0.47078036 0.45335364 0.52747925 0.6113715 0.46176891
0.39569215 0.33835875 0.67191365 0.57759585 0.52525992 0.50659962
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0.32131473 0.64616788 0.46333308 0.64409442 0.42163961 0.54938828]
final inputs: [ 0.49236886 -0.19549147 -0.41587771 -1.32895319 -0.50507136 -0.7989238
-0.36979545 0.29674124 0.68015026 -0.96366169]
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1.46436460e-01 2.79260469e-01]
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[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
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oet: [ 0.38165403 1.06951436 1.28990059 2.20297608 1.37909424 1.67294668
1.24381834 0.57728164 0.19387262 1.83768457]
[ 0.47242795 -0.22370285 -0.46065931 -1.23561142 -0.6669388 -0.82752753
-0.45535639 0.2222744 0.64054124 -0.8807225 ]
X: [ 1. 0. -0.39981678 -1.9034321 -1.55384381 1. 0.
0. 0. 1. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
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0. 0. 1. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
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[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
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[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [ 0.61473987 -0.56452096 0.06910445 -0.1555503 0.27496091 -0.28231452
-0.33649225 -0.18236845 0.2886872 0.24261107 -0.49789318 0.42449206
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-0.01429766 1.08065366 -0.54491767 0.56454489 -0.77509339 -0.02698393]
hidden Outputs: [ 0.64902127 0.36250204 0.51726924 0.46119065 0.56831039 0.42988643
0.4166618 0.45453383 0.57167471 0.56035701 0.37803591 0.60455766
0.3694999 0.57291701 0.61147448 0.62309063 0.35324796 0.35575017
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0.49642565 0.74661766 0.36704435 0.63750349 0.31537834 0.49325443]
final inputs: [ 0.47242795 -0.22370285 -0.46065931 -1.23561142 -0.6669388 -0.82752753
-0.45535639 0.2222744 0.64054124 -0.8807225 ]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
1.59137592e-01 -3.04138354e-01]
[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
7.67878136e-02 -2.82704568e-01]
[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
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oet: [ 0.17004658 0.86617738 1.10313384 1.87808595 1.30941333 1.47000206
1.09783092 0.42020013 0.00193329 1.52319703]
[ 0.72526909 -0.08377415 -0.6435698 -1.18470226 -0.31065244 -0.76120321
-0.29247465 0.34733572 0.53985072 -0.97041058]
X: [ 0. 0. -0.19208513 -1.28144432 1.61845695 1. 0.
0. 0. 1. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [-0.32665598 0.30033862 0.25302989 0.63209661 0.40938966 -0.40307738
-0.17549203 -0.22231729 -0.77998975 0.73807597 -0.19749786 0.33764574
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-0.11712821 0.14383347 0.06128983 0.30559525 0.40802859 0.70560866]
hidden Outputs: [ 0.4190545 0.57452529 0.56292212 0.65296471 0.60094152 0.40057319
0.45623924 0.44464847 0.3143221 0.67657498 0.4507854 0.58361853
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0.45350913 0.55959189 0.29982824 0.53755922 0.49150319 0.502719
0.47075138 0.5358965 0.51531766 0.57580975 0.60061508 0.66943011]
final inputs: [ 0.72526909 -0.08377415 -0.6435698 -1.18470226 -0.31065244 -0.76120321
-0.29247465 0.34733572 0.53985072 -0.97041058]
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
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[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
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oet: [-0.55140433 0.25763892 0.81743456 1.35856702 0.4845172 0.93506797
0.46633942 -0.17347095 -0.36598595 1.14427535]
[ 0.51254703 -0.13397798 -0.44678561 -1.22885503 -0.44888513 -0.79171626
-0.26904705 0.18739897 0.60181562 -0.99135281]
X: [ 1. 0. 1.15817056 -0.24479801 -1.55384381 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
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[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
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[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [ 0.84878382 -0.53611535 0.65169298 -0.21609828 -0.28017097 0.36095227
-0.22149188 0.05265644 0.19719616 -0.00257626 -0.2156781 -0.67501104
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-0.08301925 0.25094454 -0.27909644 0.80805442 -0.25813498 -0.17873517]
hidden Outputs: [ 0.70031196 0.36909171 0.65739187 0.44618469 0.43041186 0.58927093
0.4448523 0.51316107 0.5491399 0.49935594 0.44628852 0.3373757
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0.59750177 0.40968219 0.34150939 0.3852597 0.44721942 0.49429422
0.4792571 0.56240897 0.43067531 0.69169476 0.43582223 0.45543479]
final inputs: [ 0.51254703 -0.13397798 -0.44678561 -1.22885503 -0.44888513 -0.79171626
-0.26904705 0.18739897 0.60181562 -0.99135281]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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5.42917684e-02 -9.64757282e-02 -2.07087232e-01 -9.54662504e-02
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[ 6.98439811e-02 -3.96027512e-02 5.50544664e-02 -8.42099498e-02
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-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
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[ 0.5854976 -0.07803155 -0.5755366 -1.20864127 -0.24264841 -0.8951616
-0.12526225 0.21847297 0.422301 -0.97000375]
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-0.15462141]
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[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
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[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [ 0.09713649 -0.97258914 0.55923162 -0.05094989 -0.49896251 0.91509802
0.22690453 0.56231765 -0.08512805 -0.26190055 0.1882224 -0.88390817
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0.18634185 -0.03784601 0.06665028 0.37317157 -0.13369149 -0.39975155]
hidden Outputs: [ 0.52426505 0.27436473 0.63627473 0.48726528 0.37778451 0.71404224
0.556484 0.63698863 0.47873083 0.43489657 0.54691717 0.29236856
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0.57735222 0.45933074 0.42300349 0.45935325 0.63901164 0.49691948
0.54645113 0.49053963 0.5166564 0.59222512 0.46662682 0.40137204]
final inputs: [ 0.5854976 -0.07803155 -0.5755366 -1.20864127 -0.24264841 -0.8951616
-0.12526225 0.21847297 0.422301 -0.97000375]
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1.46436460e-01 2.79260469e-01]
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oet: [-1.59693989 -0.93341073 -0.43590569 0.19719899 -0.76879387 -0.11628068
-0.88618003 -1.22991525 -1.43374329 -0.04143854]
[ 0.56352494 -0.03957539 -0.45788152 -1.1749745 -0.35907406 -0.70650276
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[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
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[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [ 0.57026116 -0.50557847 0.59849979 -0.40735018 0.114498 0.44360659
-0.37262537 -0.08075205 -0.59096454 0.46684459 0.00954008 -0.8226005
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0.01612777 -0.16826743 0.17708329 -0.05180931 0.03061101 0.04142506]
hidden Outputs: [ 0.63882344 0.37623061 0.64531301 0.39954767 0.52859327 0.60911807
0.40790679 0.47982295 0.35641357 0.61463664 0.502385 0.30521193
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0.68113464 0.4824329 0.48516817 0.34017531 0.64996848 0.44841541
0.50403186 0.45803212 0.5441555 0.48705057 0.50765216 0.51035478]
final inputs: [ 0.56352494 -0.03957539 -0.45788152 -1.1749745 -0.35907406 -0.70650276
-0.07871384 0.32316296 0.54570032 -0.93206604]
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1.46436460e-01 2.79260469e-01]
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[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [ 0.59079973 -0.62452513 0.4548975 -0.42860796 -0.14404242 0.8152515
-0.2934982 0.09350604 0.39860333 0.17762957 -0.30042231 -0.95152732
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0.69187136 0.23205173 0.03751937 -0.15633701 0.1137114 0.00931837
-0.4013735 0.03860671 -0.15827694 0.59508595 -0.02357186 -0.27318299]
hidden Outputs: [ 0.64354862 0.34875298 0.61180302 0.39445879 0.46405153 0.69322744
0.42714767 0.52335949 0.59835205 0.544291 0.42545425 0.27857777
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0.66638309 0.557754 0.50937874 0.46099516 0.52839726 0.50232958
0.40098239 0.50965048 0.46051316 0.64453125 0.49410731 0.43212584]
final inputs: [ 0.6085544 -0.18734043 -0.42121784 -1.23127078 -0.3644578 -0.86350191
-0.14838385 0.26734417 0.60769277 -1.03688549]
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1.46436460e-01 2.79260469e-01]
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oet: [-1.59243141 -0.79653657 -0.56265917 0.24739377 -0.6194192 -0.12037509
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X: [ 0. 0. -0.71141425 -0.86678579 1.13047356 0. 0.
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [-0.21045035 0.36842987 -0.02165364 0.17220188 0.62532178 -0.32634904
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-0.47156507 0.15165893 0.15185593 0.48665989 0.28790516 -0.180404 ]
hidden Outputs: [ 0.44758074 0.59107953 0.4945868 0.5429444 0.65142793 0.41912922
0.43446449 0.45956786 0.49509695 0.50051779 0.60250891 0.64925754
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final inputs: [ 0.60367227 -0.23172105 -0.48746904 -1.21065927 -0.28052237 -0.80202847
-0.15159326 0.27932865 0.51280532 -0.85902046]
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [-0.44481101 -0.87989049 -0.38440105 -0.25610996 -0.25403341 1.05655404
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-0.34785415 -0.31976043 0.6001337 0.0407744 0.69508802 -0.60950294
0.2575278 -0.5505921 0.53616707 0.45858079 0.05048529 -0.05885841]
hidden Outputs: [ 0.3905952 0.29320047 0.40506586 0.43632021 0.43683099 0.74203147
0.48498536 0.60980829 0.37467821 0.53543117 0.41594559 0.24500422
0.40369269 0.54403939 0.4713122 0.5105091 0.45272224 0.50403487
0.41390288 0.42073414 0.64568689 0.51019219 0.66709783 0.35217259
0.56402847 0.36572705 0.63092033 0.61267745 0.51261864 0.48528964]
final inputs: [ 0.64288127 -0.0465425 -0.3985942 -1.04017249 -0.16902129 -0.85951838
0.01797494 0.09238257 0.4280233 -0.95170077]
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
5.31215864e-03 3.89928479e-01 -5.13788465e-02 8.09122759e-02
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[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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1.16284317e-01 -2.80013716e-02]
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-1.57175148e-02 -6.72764242e-02 -2.78739729e-01 -7.60063869e-02
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[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
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-1.81716269e-01 -1.18256246e-01]
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[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
7.67878136e-02 -2.82704568e-01]
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-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
3.20103965e-01 -1.84029005e-01]]
oet: [ -1.04237433e+00 -3.52950559e-01 -8.98861695e-04 6.40679422e-01
-2.30471771e-01 4.60025320e-01 -4.17468002e-01 -4.91875629e-01
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[ 0.73644282 -0.06909774 -0.44772077 -1.21511677 -0.31585015 -0.68892538
-0.21378222 0.25867772 0.51451124 -0.87492756]
X: [ 0. 0. 1.36590221 -0.76312116 0.51988127 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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0. 0. 1. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [ 0.36804261 -0.2378453 -0.28095947 0.42833672 0.01692446 0.03138784
-0.43538036 -0.13664384 -0.527308 0.33837958 -0.05941446 -0.25061303
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0.04625657 -0.08207524 -0.62362781 0.20179083 -0.34361117 -0.05754665
0.05102068 0.50138871 0.31387478 0.13201577 -0.24347062 0.17599814]
hidden Outputs: [ 0.59098592 0.44081741 0.43021857 0.60547642 0.50423101 0.50784632
0.39284229 0.46589209 0.37114497 0.58379685 0.48515075 0.43767262
0.44425409 0.61947018 0.5056905 0.49591641 0.39309773 0.4134659
0.51156208 0.4794927 0.34895681 0.55027722 0.41493255 0.48561731
0.5127524 0.62278563 0.57783077 0.53295609 0.43943125 0.54388631]
final inputs: [ 0.73644282 -0.06909774 -0.44772077 -1.21511677 -0.31585015 -0.68892538
-0.21378222 0.25867772 0.51451124 -0.87492756]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
5.31215864e-03 3.89928479e-01 -5.13788465e-02 8.09122759e-02
1.23235226e-01 -3.39911891e-01]
[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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5.41400827e-02 -2.06440861e-01]
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4.09331170e-01 8.46981520e-03 3.94753369e-01 8.14049078e-03
1.16284317e-01 -2.80013716e-02]
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[ 7.24195398e-02 -1.45959041e-01 1.40740471e-02 2.05719263e-02
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
-2.59177048e-02 1.68154843e-01 9.74755123e-02 5.10318334e-02
-1.81716269e-01 -1.18256246e-01]
[ 3.55372603e-01 -2.61958935e-02 1.68178286e-01 -2.94637490e-01
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-1.84076996e-01 4.97508203e-03]
[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
1.59137592e-01 -3.04138354e-01]
[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
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3.20103965e-01 -1.84029005e-01]]
oet: [ 0.55657232 1.36211288 1.74073591 2.50813192 1.6088653 1.98194052
1.50679736 1.03433742 0.7785039 2.1679427 ]
[ 0.6444456 -0.17014475 -0.55501189 -1.16015767 -0.22138864 -0.80633193
-0.12057524 0.23329778 0.48551464 -0.89479528]
X: [ 0. 0. 0.22337816 0.06619588 0.76428167 0. 1.
0. 0. 0. 1. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
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0. 1. 0. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [-0.04296957 -0.07745096 0.16281379 0.45954894 -0.43455873 0.7169523
0.21015513 0.48739565 -0.1195802 -0.10747459 0.15181986 -0.43467841
0.17858802 0.10394143 0.06720144 -0.12870498 0.34842807 0.23141154
-0.25814379 0.40882863 -0.28933272 0.04409478 0.03568688 -0.12223369
-0.85968039 -0.22101642 -0.03487203 0.16394223 -0.02610491 -0.26833912]
hidden Outputs: [ 0.48925926 0.48064693 0.54061377 0.61290717 0.39303828 0.67193554
0.55234627 0.61949272 0.47014052 0.47315719 0.53788223 0.39300973
0.54452872 0.52596199 0.51679404 0.4678681 0.58623634 0.55759609
0.43582006 0.60080697 0.42816724 0.51102191 0.50892077 0.46947957
0.29740613 0.44496972 0.49128287 0.54089401 0.49347414 0.43331488]
final inputs: [ 0.6444456 -0.17014475 -0.55501189 -1.16015767 -0.22138864 -0.80633193
-0.12057524 0.23329778 0.48551464 -0.89479528]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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[ 9.06294031e-02 1.35281748e-01 6.04579554e-02 -1.79971724e-02
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[ -1.48606852e-01 1.65915461e-01 1.35733482e-01 -1.96080080e-01
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[ -1.88189931e-01 -1.06748395e-01 3.69113848e-01 4.05738459e-02
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
-1.57175148e-02 -6.72764242e-02 -2.78739729e-01 -7.60063869e-02
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[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
-2.59177048e-02 1.68154843e-01 9.74755123e-02 5.10318334e-02
-1.81716269e-01 -1.18256246e-01]
[ 3.55372603e-01 -2.61958935e-02 1.68178286e-01 -2.94637490e-01
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[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
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[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
3.20103965e-01 -1.84029005e-01]]
oet: [-0.91162532 -0.09703497 0.28783217 0.89297795 -0.04579108 0.53915221
-0.14660447 -0.5004775 -0.75269436 0.62761556]
[ 0.58131395 -0.03502628 -0.44900279 -1.16884157 -0.34195929 -0.76256072
-0.21466272 0.17783476 0.55710699 -0.94484264]
X: [ 1. 0. 1.26203639 -0.03746875 0.27629827 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 1. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
-0.18501557]
[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
-0.10047163]
...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [ 0.2234663 -0.41292716 0.04860738 0.24373367 0.12195989 0.66248036
-0.45076783 0.20773392 -0.49728159 0.41044413 0.0677768 -0.37219801
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-0.71365942 0.06973009 -0.16313691 -0.23132672 -0.1127841 -0.0901559
0.09012128 -0.05987999 0.17892159 0.07885311 -0.13633459 0.08469475]
hidden Outputs: [ 0.55563525 0.39821045 0.51214945 0.56063355 0.53045224 0.65981735
0.38917822 0.55174752 0.37817972 0.60119437 0.51693772 0.40801001
0.47122775 0.48468684 0.58984255 0.47262783 0.3948814 0.40853009
0.32879075 0.51742546 0.45930598 0.44242484 0.47183383 0.47747628
0.52251508 0.48503447 0.54461145 0.51970307 0.46596905 0.52116104]
final inputs: [ 0.58131395 -0.03502628 -0.44900279 -1.16884157 -0.34195929 -0.76256072
-0.21466272 0.17783476 0.55710699 -0.94484264]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
-3.14757484e-01 3.06629473e-01 6.66337986e-02 -1.24901194e-01
1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
5.31215864e-03 3.89928479e-01 -5.13788465e-02 8.09122759e-02
1.23235226e-01 -3.39911891e-01]
[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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[ 6.98439811e-02 -3.96027512e-02 5.50544664e-02 -8.42099498e-02
5.06671409e-02 -6.57498154e-03 1.46776959e-04 1.62967423e-01
1.48622872e-01 -4.08404969e-04]
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[ -1.64651189e-01 1.30985518e-01 -2.13713159e-01 5.89839086e-02
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[ -8.71626717e-02 -5.05991280e-01 -7.68703789e-02 -2.30315287e-01
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[ 1.03344196e-01 1.37417022e-01 -1.26828118e-01 2.70367777e-01
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[ 3.62123824e-01 -5.60426852e-02 1.40785059e-01 -4.46399961e-01
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[ 3.51500436e-01 -1.89411437e-01 7.50134626e-03 2.64518138e-02
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[ 9.06294031e-02 1.35281748e-01 6.04579554e-02 -1.79971724e-02
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[ -1.48606852e-01 1.65915461e-01 1.35733482e-01 -1.96080080e-01
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[ -1.74028659e-01 -1.00987848e-01 -1.71408614e-01 9.93417746e-02
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[ 7.24195398e-02 -1.45959041e-01 1.40740471e-02 2.05719263e-02
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
-2.59177048e-02 1.68154843e-01 9.74755123e-02 5.10318334e-02
-1.81716269e-01 -1.18256246e-01]
[ 3.55372603e-01 -2.61958935e-02 1.68178286e-01 -2.94637490e-01
-1.88007578e-01 -1.24044644e-01 4.40033541e-01 -2.52484438e-01
-1.84076996e-01 4.97508203e-03]
[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
1.59137592e-01 -3.04138354e-01]
[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
7.67878136e-02 -2.82704568e-01]
[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
3.20103965e-01 -1.84029005e-01]]
oet: [ 0.07218669 0.68852692 1.10250343 1.82234221 0.99545994 1.41606136
0.86816337 0.47566588 0.09639365 1.59834328]
[ 0.6639173 -0.05455135 -0.40346999 -1.15798058 -0.32806962 -0.78780386
-0.18565062 0.18579946 0.53555271 -0.88152081]
X: [ 0. 0. 1.26203639 -0.40029496 -0.45608552 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
-0.10047163]
...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [ 0.35261999 -0.0549667 0.12475806 0.1739618 0.3474352 0.18173471
-0.42365836 -0.22541178 -0.14110623 0.54850909 -0.07328826 -0.26424582
-0.13540932 -0.44666734 0.61611709 0.16936969 -0.59190348 -0.29369546
-0.19085753 -0.47423542 -0.29901259 0.21037864 0.3403403 -0.19831129
-0.32062457 -0.08671972 0.61966529 -0.01069346 -0.03524672 -0.3545377 ]
hidden Outputs: [ 0.58725277 0.48626178 0.53114912 0.5433811 0.58599548 0.54530904
0.39564167 0.44388446 0.46478186 0.63378962 0.48168613 0.43432028
0.4661993 0.39015343 0.64933493 0.54224149 0.35619823 0.4270994
0.45242993 0.38361427 0.42579888 0.55240153 0.58427318 0.45058402
0.42052354 0.47833365 0.65014242 0.49732666 0.49118923 0.41228247]
final inputs: [ 0.6639173 -0.05455135 -0.40346999 -1.15798058 -0.32806962 -0.78780386
-0.18565062 0.18579946 0.53555271 -0.88152081]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
-3.14757484e-01 3.06629473e-01 6.66337986e-02 -1.24901194e-01
1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
5.31215864e-03 3.89928479e-01 -5.13788465e-02 8.09122759e-02
1.23235226e-01 -3.39911891e-01]
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
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oet: [-0.80980979 -0.09134113 0.25757751 1.0120881 0.18217713 0.64191137
0.03975814 -0.33169195 -0.6814452 0.73562833]
[ 0.57559021 -0.07658799 -0.41810231 -1.13277367 -0.26832656 -0.79986801
-0.13448449 0.13338206 0.49005565 -0.96611094]
X: [ 1. 0. 0.53497563 0.53268672 0.51988127 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 1. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [-0.19079361 0.08880004 -0.2615123 -0.17157223 0.09196635 0.67520193
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-0.10654585 -0.26238466 0.54251055 0.19234704 0.3491869 -0.13175034]
hidden Outputs: [ 0.45244577 0.52218543 0.43499199 0.45721185 0.5229754 0.66266698
0.36089609 0.54791822 0.50131164 0.63450533 0.48225541 0.41768606
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0.41237129 0.47187409 0.53959541 0.48193789 0.62655858 0.413353
0.47338871 0.4347776 0.63239624 0.54793905 0.58642039 0.46710998]
final inputs: [ 0.57559021 -0.07658799 -0.41810231 -1.13277367 -0.26832656 -0.79986801
-0.13448449 0.13338206 0.49005565 -0.96611094]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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[ -1.74028659e-01 -1.00987848e-01 -1.71408614e-01 9.93417746e-02
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[ 7.24195398e-02 -1.45959041e-01 1.40740471e-02 2.05719263e-02
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
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-1.81716269e-01 -1.18256246e-01]
[ 3.55372603e-01 -2.61958935e-02 1.68178286e-01 -2.94637490e-01
-1.88007578e-01 -1.24044644e-01 4.40033541e-01 -2.52484438e-01
-1.84076996e-01 4.97508203e-03]
[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
1.59137592e-01 -3.04138354e-01]
[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
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oet: [ 0.09996265 0.75214086 1.09365518 1.80832654 0.94387942 1.47542088
0.81003736 0.54217081 0.18549722 1.64166381]
[ 0.42962828 -0.24337211 -0.45488564 -1.30663772 -0.51998499 -0.78636495
-0.38563986 0.26663436 0.6914884 -0.99486829]
X: [ 1. 0. 0.01564651 -0.60762422 -1.55384381 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 1. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [ 0.32521895 -0.14105977 -0.26219574 0.15552219 0.34121409 -0.00269063
-0.05581252 -0.29982959 0.61143063 -0.129543 -0.03518925 -0.01319888
-0.39569992 -0.16307249 0.58951721 0.14278533 -0.71168492 -0.74779639
0.18872287 0.50950776 -0.26384661 -0.73838575 -1.00859349 0.2255976
-0.43675257 0.84891036 -0.51520219 0.46824332 -0.21546805 -0.02158868]
hidden Outputs: [ 0.58059562 0.46479342 0.43482402 0.53880237 0.58448541 0.49932734
0.48605049 0.42559914 0.64826708 0.46765946 0.4912036 0.49670033
0.40234592 0.45932198 0.64325436 0.53563581 0.32922664 0.32130165
0.54704118 0.62469108 0.43441836 0.32335724 0.2672552 0.55616141
0.39251504 0.70033852 0.3739748 0.61496789 0.44634043 0.49460304]
final inputs: [ 0.42962828 -0.24337211 -0.45488564 -1.30663772 -0.51998499 -0.78636495
-0.38563986 0.26663436 0.6914884 -0.99486829]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
-3.14757484e-01 3.06629473e-01 6.66337986e-02 -1.24901194e-01
1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
5.31215864e-03 3.89928479e-01 -5.13788465e-02 8.09122759e-02
1.23235226e-01 -3.39911891e-01]
[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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5.41400827e-02 -2.06440861e-01]
[ 1.80754698e-01 -1.67227229e-01 -2.01511894e-01 -2.37467437e-01
5.42917684e-02 -9.64757282e-02 -2.07087232e-01 -9.54662504e-02
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[ 6.98439811e-02 -3.96027512e-02 5.50544664e-02 -8.42099498e-02
5.06671409e-02 -6.57498154e-03 1.46776959e-04 1.62967423e-01
1.48622872e-01 -4.08404969e-04]
[ -1.18526698e-01 -2.11865934e-02 3.86446118e-02 -2.57540348e-01
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-1.81716269e-01 -1.18256246e-01]
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
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oet: [-0.60308605 0.06991434 0.28142788 1.13317996 0.34652722 0.61290719
0.2121821 -0.44009212 -0.86494616 0.82141052]
[ 0.63706097 -0.11055227 -0.52037591 -1.11972344 -0.12664302 -0.83651196
-0.08238769 0.32715031 0.46508119 -0.82046024]
X: [ 0. 0. 0.11951233 1.05100987 0.27629827 0. 1.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 1. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [-0.10273386 -0.39528712 -0.4969142 0.20151534 0.16240137 0.38639431
0.64095081 0.30236394 0.12667183 -0.4253825 -0.11955982 -0.89641099
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-0.62848715 -0.04195154 -0.08621766 -0.56940321 0.26199916 -0.26798861]
hidden Outputs: [ 0.4743391 0.40244518 0.37826612 0.55020904 0.54051134 0.5954144
0.65496836 0.5750203 0.53162568 0.39522948 0.4701456 0.2897886
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0.6085794 0.50031173 0.52611317 0.59607167 0.58646487 0.42813468
0.34785365 0.48951365 0.47845893 0.36137454 0.56512767 0.43340095]
final inputs: [ 0.63706097 -0.11055227 -0.52037591 -1.11972344 -0.12664302 -0.83651196
-0.08238769 0.32715031 0.46508119 -0.82046024]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
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-1.81716269e-01 -1.18256246e-01]
[ 3.55372603e-01 -2.61958935e-02 1.68178286e-01 -2.94637490e-01
-1.88007578e-01 -1.24044644e-01 4.40033541e-01 -2.52484438e-01
-1.84076996e-01 4.97508203e-03]
[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
1.59137592e-01 -3.04138354e-01]
[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
3.20103965e-01 -1.84029005e-01]]
oet: [-0.95385819 -0.20624495 0.20357869 0.80292621 -0.19015421 0.51971474
-0.23440954 -0.64394753 -0.78187841 0.50366301]
[ 0.60333 -0.07300558 -0.45168983 -1.22241492 -0.41374631 -0.82554559
-0.18998819 0.12852766 0.58973655 -0.93515286]
X: [ 1. 0. 1.36590221 -0.03746875 -0.21168512 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
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[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [ 0.4673381 -0.3842173 0.32417984 -0.19073225 -0.09482101 0.41059575
-0.34253742 0.19936725 0.06123581 0.34563379 -0.11867533 -0.23545162
0.13605496 -0.31589 0.79865023 0.08963637 -0.11441531 -0.0459088
-0.16499334 -0.18630665 -0.28964658 0.0102506 -0.22326542 -0.26538085
-0.12673429 0.08831673 0.34502411 0.39277021 0.10881764 0.10495002]
hidden Outputs: [ 0.61475353 0.40511014 0.58034257 0.45246097 0.47631249 0.60123072
0.41519324 0.54967738 0.51530417 0.58555839 0.47036594 0.44140753
0.53396137 0.42167771 0.68968568 0.5223941 0.47142734 0.48852482
0.45884499 0.4535576 0.42809039 0.50256263 0.44441435 0.43404144
0.46835877 0.52206484 0.58541042 0.59694939 0.5271776 0.52621345]
final inputs: [ 0.60333 -0.07300558 -0.45168983 -1.22241492 -0.41374631 -0.82554559
-0.18998819 0.12852766 0.58973655 -0.93515286]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
-3.14757484e-01 3.06629473e-01 6.66337986e-02 -1.24901194e-01
1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
5.31215864e-03 3.89928479e-01 -5.13788465e-02 8.09122759e-02
1.23235226e-01 -3.39911891e-01]
[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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5.41400827e-02 -2.06440861e-01]
[ 1.80754698e-01 -1.67227229e-01 -2.01511894e-01 -2.37467437e-01
5.42917684e-02 -9.64757282e-02 -2.07087232e-01 -9.54662504e-02
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[ 6.98439811e-02 -3.96027512e-02 5.50544664e-02 -8.42099498e-02
5.06671409e-02 -6.57498154e-03 1.46776959e-04 1.62967423e-01
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[ -1.18526698e-01 -2.11865934e-02 3.86446118e-02 -2.57540348e-01
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[ -8.71626717e-02 -5.05991280e-01 -7.68703789e-02 -2.30315287e-01
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oet: [ 0.57391097 1.25024655 1.6289308 2.39965589 1.59098727 2.00278656
1.36722916 1.04871331 0.58750441 2.11239383]
[ 0.74712284 -0.12922105 -0.50888458 -1.31977178 -0.29713464 -0.78633061
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X: [ 0. 0. 1.88523132 -1.9034321 0.88607317 0. 0.
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [ 0.09079557 -0.10983704 0.42309 0.74247464 -0.15661198 0.43998532
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-0.10386934 0.14700924 0.4203751 0.23031761 -0.04226901 -0.35020049]
hidden Outputs: [ 0.52268331 0.47256831 0.60422242 0.67753675 0.46092683 0.60825553
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final inputs: [ 0.74712284 -0.12922105 -0.50888458 -1.31977178 -0.29713464 -0.78633061
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oet: [-0.23696166 0.63938223 1.01904577 1.82993296 0.80729582 1.29649179
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[ 0.53748507 -0.02588496 -0.53406475 -1.15493712 -0.28819738 -0.81860716
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[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
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[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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...,
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[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [-0.18000683 -0.37892154 0.22392027 0.10652802 0.17091293 0.6176241
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0.28543466 -0.01178458 0.23340745 0.03458862 0.01010872 0.07744389]
hidden Outputs: [ 0.45511941 0.40638703 0.55574733 0.52660685 0.54262452 0.64967799
0.42618587 0.52596003 0.40871677 0.57384442 0.54371008 0.48219309
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0.37068046 0.47931935 0.46685233 0.48443642 0.58545261 0.45749778
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final inputs: [ 0.53748507 -0.02588496 -0.53406475 -1.15493712 -0.28819738 -0.81860716
-0.24461496 0.18008489 0.49616185 -0.94664474]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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1.16284317e-01 -2.80013716e-02]
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[ -1.74028659e-01 -1.00987848e-01 -1.71408614e-01 9.93417746e-02
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[ 7.96326065e-02 1.85173941e-03 1.87840297e-02 -1.59130243e-01
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[ -1.88189931e-01 -1.06748395e-01 3.69113848e-01 4.05738459e-02
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[ 7.24195398e-02 -1.45959041e-01 1.40740471e-02 2.05719263e-02
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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-4.79678263e-02 -3.41016107e-01]
[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
-2.59177048e-02 1.68154843e-01 9.74755123e-02 5.10318334e-02
-1.81716269e-01 -1.18256246e-01]
[ 3.55372603e-01 -2.61958935e-02 1.68178286e-01 -2.94637490e-01
-1.88007578e-01 -1.24044644e-01 4.40033541e-01 -2.52484438e-01
-1.84076996e-01 4.97508203e-03]
[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
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[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
7.67878136e-02 -2.82704568e-01]
[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
3.20103965e-01 -1.84029005e-01]]
oet: [-1.54892736 -0.98555733 -0.47737754 0.14349484 -0.72324491 -0.19283512
-0.76682732 -1.19152718 -1.50760414 -0.06479754]
[ 0.54415062 -0.10845195 -0.53348334 -1.19265537 -0.49075607 -0.88798675
-0.40427828 0.2360832 0.59179727 -0.95792054]
X: [ 1. 0. -0.81528007 -1.38510895 0.51988127 1. 0.
0. 0. 1. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
-0.18501557]
[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
-0.10047163]
...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [ -1.45623471e-02 -3.93110830e-01 3.24676845e-07 2.12957936e-01
3.30965057e-01 -1.31067528e-01 -5.47297504e-02 1.53422442e-02
-2.58807584e-01 4.27466090e-01 -4.39744743e-01 3.28416514e-01
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2.61066377e-01 6.35324993e-01 -2.58672607e-01 3.94917483e-01
2.34013534e-01 2.02996499e-01]
hidden Outputs: [ 0.49635948 0.40296866 0.50000008 0.55303919 0.58199417 0.46727995
0.48632098 0.50383549 0.43565685 0.60526843 0.39180179 0.58137404
0.41327825 0.6378381 0.55631123 0.53052358 0.47262772 0.45190195
0.3497422 0.47117566 0.47697107 0.46950766 0.26973628 0.59346034
0.56489841 0.65369591 0.43569004 0.59746592 0.55823786 0.55057557]
final inputs: [ 0.54415062 -0.10845195 -0.53348334 -1.19265537 -0.49075607 -0.88798675
-0.40427828 0.2360832 0.59179727 -0.95792054]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
-3.14757484e-01 3.06629473e-01 6.66337986e-02 -1.24901194e-01
1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
5.31215864e-03 3.89928479e-01 -5.13788465e-02 8.09122759e-02
1.23235226e-01 -3.39911891e-01]
[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
-2.21778887e-02 -1.13704449e-01 -1.44673881e-01 -6.68934343e-02
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5.42917684e-02 -9.64757282e-02 -2.07087232e-01 -9.54662504e-02
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5.06671409e-02 -6.57498154e-03 1.46776959e-04 1.62967423e-01
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[ 9.06294031e-02 1.35281748e-01 6.04579554e-02 -1.79971724e-02
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[ -1.48606852e-01 1.65915461e-01 1.35733482e-01 -1.96080080e-01
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[ -1.74028659e-01 -1.00987848e-01 -1.71408614e-01 9.93417746e-02
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[ 7.24195398e-02 -1.45959041e-01 1.40740471e-02 2.05719263e-02
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3.30237766e-02 -1.72274701e-01]
[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
-1.57175148e-02 -6.72764242e-02 -2.78739729e-01 -7.60063869e-02
-4.79678263e-02 -3.41016107e-01]
[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
-2.59177048e-02 1.68154843e-01 9.74755123e-02 5.10318334e-02
-1.81716269e-01 -1.18256246e-01]
[ 3.55372603e-01 -2.61958935e-02 1.68178286e-01 -2.94637490e-01
-1.88007578e-01 -1.24044644e-01 4.40033541e-01 -2.52484438e-01
-1.84076996e-01 4.97508203e-03]
[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
1.59137592e-01 -3.04138354e-01]
[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
7.67878136e-02 -2.82704568e-01]
[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
3.20103965e-01 -1.84029005e-01]]
oet: [-0.6900431 -0.03744054 0.38759085 1.04676288 0.34486358 0.74209426
0.25838579 -0.38197569 -0.73768976 0.81202806]
[ 0.55436902 -0.15169275 -0.50460014 -1.22711729 -0.43198691 -0.79965771
-0.16940351 0.25474317 0.51316686 -0.8858807 ]
X: [ 1. 0. 0.11951233 -0.40029496 0.27629827 0. 1.
0. 0. 0. 1. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 1. 0. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
-0.18501557]
[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
-0.10047163]
...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [ 0.14394059 -0.51492529 0.15294256 0.29072885 -0.24140823 0.52685658
0.45552637 -0.29784174 -0.27599587 0.12285004 -0.05344722 -0.33465262
-0.40325354 -0.16211917 0.0531952 0.12956794 -0.07089289 0.21850916
-0.27342778 0.35379615 -0.21327177 -0.26386042 -0.36739465 -0.06405786
-0.44399962 0.22605791 0.22907515 0.24048875 -0.4018271 0.01883798]
hidden Outputs: [ 0.53592314 0.37403963 0.53816128 0.57217456 0.43993934 0.62874966
0.61195237 0.42608517 0.43143571 0.53067394 0.48664137 0.417109
0.40053089 0.45955874 0.51329566 0.53234675 0.4822842 0.55441097
0.43206577 0.58753783 0.44688324 0.43441497 0.40917072 0.48399101
0.39078835 0.55627503 0.55701966 0.55983409 0.40087344 0.50470936]
final inputs: [ 0.55436902 -0.15169275 -0.50460014 -1.22711729 -0.43198691 -0.79965771
-0.16940351 0.25474317 0.51316686 -0.8858807 ]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
-3.14757484e-01 3.06629473e-01 6.66337986e-02 -1.24901194e-01
1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
5.31215864e-03 3.89928479e-01 -5.13788465e-02 8.09122759e-02
1.23235226e-01 -3.39911891e-01]
[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
-2.21778887e-02 -1.13704449e-01 -1.44673881e-01 -6.68934343e-02
5.41400827e-02 -2.06440861e-01]
[ 1.80754698e-01 -1.67227229e-01 -2.01511894e-01 -2.37467437e-01
5.42917684e-02 -9.64757282e-02 -2.07087232e-01 -9.54662504e-02
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[ 6.98439811e-02 -3.96027512e-02 5.50544664e-02 -8.42099498e-02
5.06671409e-02 -6.57498154e-03 1.46776959e-04 1.62967423e-01
1.48622872e-01 -4.08404969e-04]
[ -1.18526698e-01 -2.11865934e-02 3.86446118e-02 -2.57540348e-01
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[ -1.64651189e-01 1.30985518e-01 -2.13713159e-01 5.89839086e-02
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[ 7.46854806e-02 2.13456971e-01 -1.15749893e-01 2.02748443e-01
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[ -8.71626717e-02 -5.05991280e-01 -7.68703789e-02 -2.30315287e-01
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4.18292594e-02 -3.40465934e-01]
[ 1.03344196e-01 1.37417022e-01 -1.26828118e-01 2.70367777e-01
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[ -1.00156530e-01 2.92806997e-01 7.00384527e-02 -1.87336352e-01
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1.66866730e-01 7.15846352e-02]
[ -2.16397204e-01 -2.97930543e-02 -2.12397962e-01 -1.74792874e-01
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2.25666770e-02 3.26074341e-01]
[ 3.62123824e-01 -5.60426852e-02 1.40785059e-01 -4.46399961e-01
4.09331170e-01 8.46981520e-03 3.94753369e-01 8.14049078e-03
1.16284317e-01 -2.80013716e-02]
[ 3.51500436e-01 -1.89411437e-01 7.50134626e-03 2.64518138e-02
1.17667966e-01 3.70264873e-02 5.07265415e-02 6.20330466e-02
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X: [ 1. 0. 1.88523132 -0.50395959 0.03189788 0. 0.
1. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [ 0.1973008 -0.90459065 0.21853496 0.21807801 -0.17138651 0.7271549
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-0.02047223 0.20761257 0.32079075 0.21826874 0.01984269 -0.42682448]
hidden Outputs: [ 0.54916581 0.28810803 0.55441734 0.55430445 0.45725794 0.67418063
0.43864945 0.56083484 0.3850256 0.66808465 0.48574691 0.26407157
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0.49488212 0.55171751 0.57951695 0.55435158 0.50496051 0.39488487]
final inputs: [ 0.79094517 -0.01249321 -0.52520142 -1.25118888 -0.2217502 -0.83032774
-0.11430594 0.26013281 0.43153945 -0.92017611]
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[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
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[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
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oet: [-0.53438456 0.26905381 0.78176203 1.50774949 0.4783108 1.08688835
0.37086655 -0.00357221 -0.17497884 1.17673671]
[ 0.71852661 -0.11481021 -0.46496381 -1.22801299 -0.20752275 -0.71336804
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X: [ 0. 0. 0.22337816 -1.229612 1.13047356 0. 0.
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0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 1. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
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[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
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[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [ 0.02618688 0.34738518 -0.4493343 0.68462923 0.63958638 0.01565637
-0.35258447 -0.24393443 -0.28674015 0.41885918 0.26904319 -0.09179976
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-0.50469328 0.29228502 0.26200978 -0.07639877 0.18175788 0.07507195]
hidden Outputs: [ 0.50654635 0.58598335 0.38951905 0.66477111 0.65465996 0.50391401
0.41275584 0.439317 0.42880212 0.60321023 0.56685799 0.47706616
0.50987781 0.48255165 0.4181888 0.50905804 0.48158539 0.4841704
0.46913057 0.51276336 0.42802933 0.6081839 0.51903013 0.55906212
0.37643837 0.57255545 0.56513028 0.48090959 0.54531479 0.51875918]
final inputs: [ 0.71852661 -0.11481021 -0.46496381 -1.22801299 -0.20752275 -0.71336804
-0.18527686 0.35560462 0.49698636 -0.85652116]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
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oet: [-0.39580933 0.43752749 0.78768109 1.55073027 0.53024003 1.03608531
0.50799414 -0.03288734 -0.17426908 1.17923844]
[ 0.65550887 -0.06737707 -0.43562944 -1.23159713 -0.29969112 -0.78771692
-0.15541041 0.21396413 0.50686445 -0.96986418]
X: [ 0. 0. 1.67749968 -0.19296569 0.03189788 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0. ]
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-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
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-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [ 0.48816843 -0.3606449 0.30866455 0.11720977 -0.266299 0.46240487
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0.19618309 0.10021519 0.40060658 0.29825153 -0.25794087 -0.02968728]
hidden Outputs: [ 0.61967487 0.41080346 0.57655926 0.52926894 0.43381591 0.61358452
0.40727081 0.55808279 0.42986404 0.48324014 0.51099244 0.37528682
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0.54888907 0.52503285 0.59883339 0.57401503 0.43586995 0.49257872]
final inputs: [ 0.65550887 -0.06737707 -0.43562944 -1.23159713 -0.29969112 -0.78771692
-0.15541041 0.21396413 0.50686445 -0.96986418]
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[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
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[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
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[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
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oet: [ 0.07517456 0.79806049 1.16631287 1.96228056 1.03037454 1.51840035
0.88609384 0.51671929 0.22381897 1.70054761]
[ 0.71971651 -0.04407147 -0.41834509 -1.21648641 -0.27454616 -0.77194101
-0.13516208 0.30982184 0.49557127 -0.80427491]
X: [ 1. 0. 1.05430474 -1.07411506 0.03189788 0. 1.
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0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
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[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
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[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [ 0.26696558 -1.11916627 -0.1297825 0.26132187 -0.14811987 0.2837939
-0.21839035 -0.16720671 -0.88172929 0.07204592 -0.24935148 -0.83597971
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-0.11120368 0.33212785 0.10139682 0.2107925 -0.49395119 0.11916309]
hidden Outputs: [ 0.56634781 0.24616597 0.46759984 0.56496121 0.46303759 0.5704761
0.44561838 0.45829544 0.29281955 0.51800369 0.43798313 0.30238218
0.49684244 0.46624894 0.52516009 0.61460497 0.42560672 0.49783758
0.53732968 0.52230212 0.41530918 0.53133162 0.43744745 0.5191707
0.47222769 0.58227702 0.52532751 0.55250386 0.37896321 0.52975557]
final inputs: [ 0.71971651 -0.04407147 -0.41834509 -1.21648641 -0.27454616 -0.77194101
-0.13516208 0.30982184 0.49557127 -0.80427491]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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[ 6.98439811e-02 -3.96027512e-02 5.50544664e-02 -8.42099498e-02
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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-4.79678263e-02 -3.41016107e-01]
[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
-2.59177048e-02 1.68154843e-01 9.74755123e-02 5.10318334e-02
-1.81716269e-01 -1.18256246e-01]
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[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
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[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
7.67878136e-02 -2.82704568e-01]
[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
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oet: [ 0.7772817 1.54106969 1.9153433 2.71348463 1.77154438 2.26893922
1.63216029 1.18717638 1.00142695 2.30127313]
[ 0.61154004 -0.10383633 -0.61037521 -1.25742034 -0.26576413 -0.8899273
-0.24254347 0.27544829 0.41583241 -0.9013554 ]
X: [ 1. 0. -1.02301172 -0.34846264 1.37405656 1. 0.
0. 0. 1. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
-0.10047163]
...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [-1.0286918 -0.20197326 0.12071165 0.21421683 0.33331776 0.25668088
-0.34001565 -0.0457577 -0.43867149 0.39947282 -0.02868834 0.57995578
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-0.72789581 0.10887364 -0.30162952 0.05113571 0.15228978 0.13624951
0.07148351 0.30609211 0.16993241 0.07770836 0.09694689 0.23443973]
hidden Outputs: [ 0.26333781 0.44967764 0.53014132 0.55335035 0.58256642 0.5638202
0.41580567 0.48856257 0.39205757 0.59856099 0.49282841 0.64105723
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0.32565665 0.52719156 0.42515918 0.51278114 0.53799903 0.53400978
0.51786327 0.5759311 0.54238116 0.51941732 0.52421776 0.55834296]
final inputs: [ 0.61154004 -0.10383633 -0.61037521 -1.25742034 -0.26576413 -0.8899273
-0.24254347 0.27544829 0.41583241 -0.9013554 ]
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
-2.59177048e-02 1.68154843e-01 9.74755123e-02 5.10318334e-02
-1.81716269e-01 -1.18256246e-01]
[ 3.55372603e-01 -2.61958935e-02 1.68178286e-01 -2.94637490e-01
-1.88007578e-01 -1.24044644e-01 4.40033541e-01 -2.52484438e-01
-1.84076996e-01 4.97508203e-03]
[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
1.59137592e-01 -3.04138354e-01]
[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
7.67878136e-02 -2.82704568e-01]
[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
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3.20103965e-01 -1.84029005e-01]]
oet: [-1.6395215 -0.92414512 -0.41760624 0.22943889 -0.76221732 -0.13805415
-0.78543798 -1.30342974 -1.44381387 -0.12662605]
[ 0.54582093 -0.21242114 -0.54657933 -1.15526878 -0.1840908 -0.81468563
-0.06598311 0.22856844 0.44392863 -0.89134199]
X: [ 0. 0. -1.12687754 -0.34846264 0.27629827 0. 0.
0. 1. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
-0.10047163]
...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [ -3.50314089e-01 -2.16915525e-01 -3.62636165e-01 -8.42784968e-04
3.76157231e-01 1.99041311e-01 4.47879502e-01 3.39488057e-01
-2.72174403e-02 -2.84858837e-01 -3.21819350e-02 -3.49217124e-01
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1.80250719e-01 4.11270946e-01 -5.82031574e-02 3.67394643e-01
3.23281387e-01 -9.38113942e-02 2.82970996e-02 -1.97854816e-01
4.30450642e-02 -1.82349038e-01 -2.95697713e-01 6.18323505e-01
1.49166807e-01 -2.81302378e-01]
hidden Outputs: [ 0.41330626 0.44598276 0.41032157 0.4997893 0.59294594 0.54959669
0.61013495 0.58406616 0.49319606 0.42926297 0.49195521 0.41357228
0.49570245 0.45686744 0.30043125 0.43081525 0.54494107 0.60139259
0.48545332 0.59082928 0.58012374 0.47656434 0.5070738 0.45069703
0.5107596 0.45453864 0.42660955 0.64983716 0.53722271 0.43013451]
final inputs: [ 0.54582093 -0.21242114 -0.54657933 -1.15526878 -0.1840908 -0.81468563
-0.06598311 0.22856844 0.44392863 -0.89134199]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
-3.14757484e-01 3.06629473e-01 6.66337986e-02 -1.24901194e-01
1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
5.31215864e-03 3.89928479e-01 -5.13788465e-02 8.09122759e-02
1.23235226e-01 -3.39911891e-01]
[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
-2.21778887e-02 -1.13704449e-01 -1.44673881e-01 -6.68934343e-02
5.41400827e-02 -2.06440861e-01]
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5.42917684e-02 -9.64757282e-02 -2.07087232e-01 -9.54662504e-02
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[ 6.98439811e-02 -3.96027512e-02 5.50544664e-02 -8.42099498e-02
5.06671409e-02 -6.57498154e-03 1.46776959e-04 1.62967423e-01
1.48622872e-01 -4.08404969e-04]
[ -1.18526698e-01 -2.11865934e-02 3.86446118e-02 -2.57540348e-01
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[ -1.64651189e-01 1.30985518e-01 -2.13713159e-01 5.89839086e-02
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[ -8.71626717e-02 -5.05991280e-01 -7.68703789e-02 -2.30315287e-01
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[ -1.00156530e-01 2.92806997e-01 7.00384527e-02 -1.87336352e-01
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[ 8.76651514e-02 -1.49359791e-01 -3.04578848e-01 -1.09940266e-01
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
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oet: [-1.2705843 -0.51234223 -0.17818404 0.43050541 -0.54067258 0.08992226
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[ 0.44619177 -0.15269426 -0.41149277 -1.18173303 -0.43599264 -0.74165293
-0.29997039 0.12873375 0.63911463 -0.96065657]
X: [ 0. 0. 0.63884145 -0.29663033 -1.55384381 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
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[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [ 0.55189754 -0.09534204 0.30386705 -0.14558802 0.21228497 0.46415278
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-0.10452637 0.06502743 -0.26110988 0.41409141 -0.39467405 -0.24765842]
hidden Outputs: [ 0.63457572 0.47618253 0.57538758 0.46366715 0.55287283 0.61399887
0.36735095 0.51564776 0.55976907 0.54603618 0.50768045 0.47287129
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0.47389217 0.51625113 0.4350909 0.60206852 0.40259263 0.43839993]
final inputs: [ 0.44619177 -0.15269426 -0.41149277 -1.18173303 -0.43599264 -0.74165293
-0.29997039 0.12873375 0.63911463 -0.96065657]
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[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
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[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
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oet: [-0.32745756 0.27142846 0.53022697 1.30046724 0.55472685 0.86038713
0.4187046 -0.00999954 -0.52038043 1.07939077]
[ 0.59101747 -0.22440946 -0.5503749 -1.17125696 -0.23499176 -0.87005769
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X: [ 0. 0. -0.81528007 -1.229612 0.76428167 1. 0.
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[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
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[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [-0.54302897 -0.07112543 -0.46862128 0.30428355 0.33166977 -0.32271427
0.25283145 -0.42984359 -0.09184859 -0.09185118 -0.46746177 0.04748309
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0.5277597 0.03550961 -0.1962782 0.47659115 0.05276291 0.24505188]
hidden Outputs: [ 0.36748325 0.48222613 0.38494262 0.57548933 0.5821656 0.4200144
0.56287329 0.39416368 0.47705398 0.47705333 0.38521718 0.51186854
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0.42734184 0.47764161 0.49314833 0.52278616 0.54504535 0.57727978
0.62896045 0.50887647 0.45108738 0.6169426 0.51318767 0.56095823]
final inputs: [ 0.59101747 -0.22440946 -0.5503749 -1.17125696 -0.23499176 -0.87005769
-0.26633739 0.28132149 0.49230262 -0.97628134]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
1.59137592e-01 -3.04138354e-01]
[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
7.67878136e-02 -2.82704568e-01]
[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
3.20103965e-01 -1.84029005e-01]]
oet: [-1.11731083 -0.30188389 0.02408154 0.64496361 -0.29130159 0.34376434
-0.25995596 -0.80761484 -1.01859597 0.44998798]
[ 0.74691899 -0.06408762 -0.4315419 -1.12911444 -0.17393898 -0.77194957
-0.14088861 0.35545432 0.52513322 -0.85098811]
X: [ 0. 0. 0.4311098 -1.17777969 1.37405656 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
-0.18501557]
[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [-0.16940816 0.07467131 -0.63723905 0.14132955 0.25000234 -0.09134645
0.07357787 -0.47491128 -0.32800027 0.32153803 -0.32073534 -0.3503424
0.11028735 -0.06457564 0.10583703 -0.1148193 -0.22495158 -0.07280823
0.5174046 -0.35649516 -0.48609154 0.570581 0.26894484 -0.15576249
-0.37617151 -0.1722396 0.31703558 -0.0433887 0.18900973 0.26851074]
hidden Outputs: [ 0.45774896 0.51865916 0.34587092 0.53527369 0.56217708 0.47717925
0.51838617 0.38345447 0.41872727 0.57969904 0.42049655 0.41329939
0.52754393 0.4838617 0.52643459 0.47132667 0.44399806 0.48180598
0.62654067 0.41180825 0.38081473 0.63889723 0.56683385 0.46113792
0.40705061 0.45704624 0.57860163 0.48915453 0.54711226 0.56672726]
final inputs: [ 0.74691899 -0.06408762 -0.4315419 -1.12911444 -0.17393898 -0.77194957
-0.14088861 0.35545432 0.52513322 -0.85098811]
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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1.23235226e-01 -3.39911891e-01]
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5.06671409e-02 -6.57498154e-03 1.46776959e-04 1.62967423e-01
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[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
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[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
1.59137592e-01 -3.04138354e-01]
[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
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oet: [ 1.25728039 2.068287 2.43574127 3.13331381 2.17813835 2.77614894
2.14508798 1.64874505 1.47906615 2.85518749]
[ 0.61933382 -0.14746566 -0.38724487 -1.19512502 -0.34769732 -0.76749221
-0.09957924 0.36650513 0.52371082 -0.76529742]
X: [ 1. 0. 0.74270727 -0.50395959 -0.45608552 0. 1.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
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[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [ 0.24037613 -0.720331 -0.118765 -0.36494347 0.26350098 0.35200343
0.212694 -0.34371577 -0.14677952 0.10355174 -0.2164451 -0.67969809
0.05306998 -0.35960391 0.12091314 0.36370485 -0.11916328 0.31078091
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-0.52333344 0.02917249 -0.09161959 0.13646118 -0.57196263 -0.28212764]
hidden Outputs: [ 0.55980634 0.3273201 0.4703436 0.40976342 0.56549672 0.58710332
0.55297394 0.41490715 0.46337086 0.52586483 0.44609899 0.33632869
0.51326438 0.41105545 0.53019151 0.58993698 0.47024438 0.57707586
0.65048528 0.47358789 0.4093653 0.47957737 0.3977588 0.48762966
0.3720731 0.50729261 0.47711111 0.53406245 0.36078408 0.42993224]
final inputs: [ 0.61933382 -0.14746566 -0.38724487 -1.19512502 -0.34769732 -0.76749221
-0.09957924 0.36650513 0.52371082 -0.76529742]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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[ 6.98439811e-02 -3.96027512e-02 5.50544664e-02 -8.42099498e-02
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[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
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oet: [ 2.22285007 2.98964955 3.22942877 4.03730891 3.18988121 3.6096761
2.94176313 2.47567876 2.31847307 3.60748131]
[ 0.5033042 -0.25734844 -0.590453 -1.18642894 -0.26179114 -0.80186403
-0.09789238 0.23499789 0.41074962 -0.89775281]
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[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
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[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [-0.10748949 -0.18688565 -0.13030297 -0.24186352 0.37035846 0.32781399
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0.00370446 0.06371662 -0.29162037 0.62411292 -0.06559949 -0.72112702]
hidden Outputs: [ 0.47315347 0.4534141 0.46747027 0.43982717 0.59154559 0.58122739
0.6934849 0.62901136 0.60052408 0.38769564 0.55924924 0.38769986
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0.50092612 0.51592377 0.42760722 0.65115339 0.48360601 0.32714485]
final inputs: [ 0.5033042 -0.25734844 -0.590453 -1.18642894 -0.26179114 -0.80186403
-0.09789238 0.23499789 0.41074962 -0.89775281]
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1.46436460e-01 2.79260469e-01]
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[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
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[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [-0.79245978 -0.34535178 -0.12122621 0.17063708 0.39578393 0.6562005
0.43986633 0.30183956 -0.35939418 0.01310739 -0.00682793 -0.32271985
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0.04750546 -0.20421302 0.3487536 -0.38195837 -0.13237509 -0.25704192]
hidden Outputs: [ 0.31164075 0.41451005 0.46973051 0.54255606 0.59767428 0.65840637
0.60822718 0.57489215 0.41110623 0.5032768 0.49829302 0.42001304
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0.51187413 0.44912343 0.5863153 0.40565465 0.46695447 0.43609101]
final inputs: [ 0.60842039 -0.17384898 -0.55854254 -1.14653869 -0.18829525 -0.78501701
0.01602084 0.25169228 0.31813541 -0.86990815]
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [-0.67887826 0.14583932 -0.18366117 0.35531761 0.19894213 0.21055804
0.08887668 -0.36842771 -0.72327158 0.00930387 -0.6123396 0.34026685
-0.05990449 1.1110032 -0.90251609 -0.35697631 0.27209806 0.09084484
-0.61350993 0.05428156 0.07438849 0.14545246 0.37467823 0.01438233
0.60725329 -0.0978352 0.22390857 0.13316931 0.24457583 0.57792947]
hidden Outputs: [ 0.33651171 0.53639534 0.45421334 0.58790649 0.54957214 0.55244589
0.52220456 0.408921 0.32667297 0.50232595 0.35152569 0.58425534
0.48502835 0.75231609 0.28853371 0.41169171 0.5676079 0.5226956
0.35125895 0.51356706 0.51858855 0.53629914 0.59258892 0.50359552
0.64731399 0.47556069 0.55574444 0.53324321 0.56084098 0.64059084]
final inputs: [ 0.63797498 -0.16064154 -0.56092898 -1.20683965 -0.17314299 -0.84855535
-0.1671271 0.27003796 0.46758912 -1.01852744]
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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1.23235226e-01 -3.39911891e-01]
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5.06671409e-02 -6.57498154e-03 1.46776959e-04 1.62967423e-01
1.48622872e-01 -4.08404969e-04]
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oet: [-1.37376446 -0.57514795 -0.1748605 0.47105017 -0.56264649 0.11276587
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X: [ 1. 0. -0.19208513 0.22169283 -0.82146002 0. 0.
0. 1. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
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1. 0. 0. 0. 0. 0. 0. ]
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...,
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [ 0.74628531 0.13778183 -0.15493057 -0.29588272 0.65175165 0.22125224
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-0.38072143 0.42451192 0.03955257 0.80805125 0.15916656 0.07420174]
hidden Outputs: [ 0.67836875 0.53439107 0.46134465 0.42656429 0.65740509 0.55508852
0.42638779 0.45415157 0.53925811 0.59671964 0.51474002 0.51740805
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0.40595291 0.60456241 0.50988685 0.69169408 0.53970784 0.51854193]
final inputs: [ 0.52160437 -0.20681708 -0.44467853 -1.21883901 -0.52345335 -0.72668406
-0.2310045 0.25581445 0.64072487 -0.96020246]
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1.46436460e-01 2.79260469e-01]
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X: [ 1. 0. -1.54234083 0.89551293 0.03189788 1. 0.
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[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
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...,
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [-0.87676843 -0.42639125 -0.07987681 -0.47427724 0.5927839 0.30339319
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0.15255756 -0.33163554 -0.12372246 -0.22117512 -0.23819408 0.67807599]
hidden Outputs: [ 0.29384789 0.3949884 0.48004141 0.38360438 0.64400365 0.5752718
0.46408536 0.54948265 0.45319939 0.55977933 0.46597617 0.47752975
0.4540535 0.59249848 0.44118925 0.45093883 0.62753802 0.52841222
0.42790898 0.57048882 0.59118766 0.38519945 0.6630289 0.43127011
0.53806559 0.41784272 0.46910878 0.44493053 0.44073144 0.66330914]
final inputs: [ 0.49254956 -0.11984576 -0.50237604 -1.13750581 -0.25855307 -0.82322356
-0.07155534 0.28595468 0.49436137 -0.89156078]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
5.31215864e-03 3.89928479e-01 -5.13788465e-02 8.09122759e-02
1.23235226e-01 -3.39911891e-01]
[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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1.48622872e-01 -4.08404969e-04]
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4.09331170e-01 8.46981520e-03 3.94753369e-01 8.14049078e-03
1.16284317e-01 -2.80013716e-02]
[ 3.51500436e-01 -1.89411437e-01 7.50134626e-03 2.64518138e-02
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[ -1.48606852e-01 1.65915461e-01 1.35733482e-01 -1.96080080e-01
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[ -1.88189931e-01 -1.06748395e-01 3.69113848e-01 4.05738459e-02
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[ 7.24195398e-02 -1.45959041e-01 1.40740471e-02 2.05719263e-02
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
-2.59177048e-02 1.68154843e-01 9.74755123e-02 5.10318334e-02
-1.81716269e-01 -1.18256246e-01]
[ 3.55372603e-01 -2.61958935e-02 1.68178286e-01 -2.94637490e-01
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[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
1.59137592e-01 -3.04138354e-01]
[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
7.67878136e-02 -2.82704568e-01]
[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
3.20103965e-01 -1.84029005e-01]]
oet: [-1.01332986 -0.40093454 -0.01840426 0.61672551 -0.26222723 0.30244326
-0.44922495 -0.80673498 -1.01514167 0.37078048]
[ 0.54360303 -0.14968371 -0.48669451 -1.26663567 -0.54817216 -0.72005284
-0.40090417 0.38365653 0.69049747 -0.97758997]
X: [ 1. 0. 0.4311098 -2.05892905 -0.21168512 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
-0.18501557]
[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
-0.10047163]
...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [ 0.23119332 0.15160966 0.05658448 0.3490516 0.37059465 -0.39477434
-0.2926381 -0.91962659 -0.20199378 0.62854054 -0.141609 0.13536584
-0.4041479 -0.14471477 0.43000481 0.25335076 -0.53567389 -0.3088905
0.57824007 0.36266858 -0.90193914 -0.54416155 -0.75684625 0.26761172
-0.68365435 0.60909481 -0.14359172 0.70384791 0.0301899 0.64509796]
hidden Outputs: [ 0.55754225 0.53782998 0.51414235 0.58638758 0.59160266 0.40256851
0.42735814 0.28503399 0.44967256 0.65215846 0.46465679 0.53378988
0.40031617 0.46388431 0.60587482 0.56300106 0.36919452 0.42338558
0.64066235 0.58968627 0.28865217 0.36722003 0.31933137 0.56650649
0.33544618 0.64773429 0.46416362 0.66904035 0.5075469 0.65590495]
final inputs: [ 0.54360303 -0.14968371 -0.48669451 -1.26663567 -0.54817216 -0.72005284
-0.40090417 0.38365653 0.69049747 -0.97758997]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
-3.14757484e-01 3.06629473e-01 6.66337986e-02 -1.24901194e-01
1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
5.31215864e-03 3.89928479e-01 -5.13788465e-02 8.09122759e-02
1.23235226e-01 -3.39911891e-01]
[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
-2.21778887e-02 -1.13704449e-01 -1.44673881e-01 -6.68934343e-02
5.41400827e-02 -2.06440861e-01]
[ 1.80754698e-01 -1.67227229e-01 -2.01511894e-01 -2.37467437e-01
5.42917684e-02 -9.64757282e-02 -2.07087232e-01 -9.54662504e-02
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[ 6.98439811e-02 -3.96027512e-02 5.50544664e-02 -8.42099498e-02
5.06671409e-02 -6.57498154e-03 1.46776959e-04 1.62967423e-01
1.48622872e-01 -4.08404969e-04]
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[ -1.64651189e-01 1.30985518e-01 -2.13713159e-01 5.89839086e-02
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[ 7.46854806e-02 2.13456971e-01 -1.15749893e-01 2.02748443e-01
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[ -8.71626717e-02 -5.05991280e-01 -7.68703789e-02 -2.30315287e-01
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[ 1.03344196e-01 1.37417022e-01 -1.26828118e-01 2.70367777e-01
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[ 3.62123824e-01 -5.60426852e-02 1.40785059e-01 -4.46399961e-01
4.09331170e-01 8.46981520e-03 3.94753369e-01 8.14049078e-03
1.16284317e-01 -2.80013716e-02]
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[ 9.06294031e-02 1.35281748e-01 6.04579554e-02 -1.79971724e-02
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[ -1.74028659e-01 -1.00987848e-01 -1.71408614e-01 9.93417746e-02
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[ -1.88189931e-01 -1.06748395e-01 3.69113848e-01 4.05738459e-02
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[ 7.24195398e-02 -1.45959041e-01 1.40740471e-02 2.05719263e-02
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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-4.79678263e-02 -3.41016107e-01]
[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
-2.59177048e-02 1.68154843e-01 9.74755123e-02 5.10318334e-02
-1.81716269e-01 -1.18256246e-01]
[ 3.55372603e-01 -2.61958935e-02 1.68178286e-01 -2.94637490e-01
-1.88007578e-01 -1.24044644e-01 4.40033541e-01 -2.52484438e-01
-1.84076996e-01 4.97508203e-03]
[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
1.59137592e-01 -3.04138354e-01]
[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
7.67878136e-02 -2.82704568e-01]
[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
3.20103965e-01 -1.84029005e-01]]
oet: [ 1.07468242 1.76796916 2.10497996 2.88492112 2.16645761 2.33833829
2.01918962 1.23462892 0.92778798 2.59587542]
[ 0.4859042 -0.26978095 -0.56258978 -1.09546383 -0.57083744 -0.80628399
-0.3806084 0.26962387 0.63392269 -0.87336836]
X: [ 1. 0. -1.43847501 -1.85159979 0.03189788 1. 0.
0. 0. 1. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [ 0.316537 -0.04220237 0.13031839 -0.22672608 0.73511796 -0.53288842
-0.3713813 -0.35029787 0.22932871 0.52664976 -0.31896781 0.73005886
-0.63613532 0.64630373 -0.16565908 0.07086123 0.42470455 0.07968851
-0.32135344 0.21781526 -0.34066294 -0.22640445 -0.4948613 0.30956439
-0.37178432 0.17070934 -0.39640137 0.73329342 0.1484017 0.59731101]
hidden Outputs: [ 0.57848006 0.48945097 0.53253357 0.44356005 0.67592737 0.36984346
0.40820729 0.41331019 0.55708222 0.62870138 0.42092732 0.67481819
0.34612068 0.65617703 0.45867968 0.5177079 0.60460846 0.51991159
0.42034594 0.55423954 0.41564845 0.44363943 0.37874904 0.57677893
0.40810994 0.542574 0.40217726 0.67552758 0.53703249 0.64504087]
final inputs: [ 0.4859042 -0.26978095 -0.56258978 -1.09546383 -0.57083744 -0.80628399
-0.3806084 0.26962387 0.63392269 -0.87336836]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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1.48622872e-01 -4.08404969e-04]
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
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-1.81716269e-01 -1.18256246e-01]
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[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
7.67878136e-02 -2.82704568e-01]
[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
3.20103965e-01 -1.84029005e-01]]
oet: [-0.39473527 0.36094987 0.65375871 1.18663275 0.66200637 0.89745291
0.47177732 -0.17845494 -0.54275376 0.96453729]
[ 0.65550887 -0.06737707 -0.43562944 -1.23159713 -0.29969112 -0.78771692
-0.15541041 0.21396413 0.50686445 -0.96986418]
X: [ 0. 0. 1.67749968 -0.19296569 0.03189788 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
-0.18501557]
[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [ 0.48816843 -0.3606449 0.30866455 0.11720977 -0.266299 0.46240487
-0.37525927 0.23338478 -0.28240589 -0.06706455 0.04397684 -0.50960203
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0.27802729 -0.50110049 -0.54462295 -0.0782957 0.24359352 0.11439008
0.19618309 0.10021519 0.40060658 0.29825153 -0.25794087 -0.02968728]
hidden Outputs: [ 0.61967487 0.41080346 0.57655926 0.52926894 0.43381591 0.61358452
0.40727081 0.55808279 0.42986404 0.48324014 0.51099244 0.37528682
0.44780266 0.51782315 0.54902245 0.50948712 0.36273468 0.45301363
0.56906252 0.37728209 0.36711282 0.48043607 0.56059903 0.52856638
0.54888907 0.52503285 0.59883339 0.57401503 0.43586995 0.49257872]
final inputs: [ 0.65550887 -0.06737707 -0.43562944 -1.23159713 -0.29969112 -0.78771692
-0.15541041 0.21396413 0.50686445 -0.96986418]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
-3.14757484e-01 3.06629473e-01 6.66337986e-02 -1.24901194e-01
1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
5.31215864e-03 3.89928479e-01 -5.13788465e-02 8.09122759e-02
1.23235226e-01 -3.39911891e-01]
[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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[ 6.98439811e-02 -3.96027512e-02 5.50544664e-02 -8.42099498e-02
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[ 9.06294031e-02 1.35281748e-01 6.04579554e-02 -1.79971724e-02
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[ -1.48606852e-01 1.65915461e-01 1.35733482e-01 -1.96080080e-01
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[ -1.74028659e-01 -1.00987848e-01 -1.71408614e-01 9.93417746e-02
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[ 7.24195398e-02 -1.45959041e-01 1.40740471e-02 2.05719263e-02
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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-4.79678263e-02 -3.41016107e-01]
[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
-2.59177048e-02 1.68154843e-01 9.74755123e-02 5.10318334e-02
-1.81716269e-01 -1.18256246e-01]
[ 3.55372603e-01 -2.61958935e-02 1.68178286e-01 -2.94637490e-01
-1.88007578e-01 -1.24044644e-01 4.40033541e-01 -2.52484438e-01
-1.84076996e-01 4.97508203e-03]
[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
1.59137592e-01 -3.04138354e-01]
[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
7.67878136e-02 -2.82704568e-01]
[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
3.20103965e-01 -1.84029005e-01]]
oet: [ 0.07517456 0.79806049 1.16631287 1.96228056 1.03037454 1.51840035
0.88609384 0.51671929 0.22381897 1.70054761]
[ 0.58374171 -0.03153167 -0.39705222 -1.10673439 -0.12197605 -0.7605656
-0.00457943 0.28932991 0.5178624 -0.87768151]
X: [ 1. 0. -0.29595096 1.93215924 0.03189788 0. 1.
0. 0. 0. 0. 1. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
-0.18501557]
[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [-0.77610598 -0.28997105 -0.22899601 -0.45739143 0.21744729 0.58673604
-0.3261177 0.16596504 -0.66668452 -0.12147556 0.06808423 -0.82208524
0.22248568 0.08878196 0.29730937 -0.28169742 0.7876422 -0.15512303
-0.25156055 0.16240774 0.25284924 -0.20755721 0.53045675 -0.20963759
-0.30497576 -0.55171798 0.29571871 -0.32895346 0.06837873 0.40572881]
hidden Outputs: [ 0.31515974 0.42801095 0.44299987 0.38760483 0.55414863 0.64261589
0.41918555 0.54139628 0.33923963 0.4696684 0.51701449 0.3053212
0.55539311 0.52218092 0.57378464 0.43003768 0.68732484 0.46129682
0.43743943 0.54051293 0.56287767 0.44829618 0.62958963 0.4477817
0.42434157 0.36546592 0.57339559 0.41849528 0.51708802 0.60006329]
final inputs: [ 0.58374171 -0.03153167 -0.39705222 -1.10673439 -0.12197605 -0.7605656
-0.00457943 0.28932991 0.5178624 -0.87768151]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
-3.14757484e-01 3.06629473e-01 6.66337986e-02 -1.24901194e-01
1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
5.31215864e-03 3.89928479e-01 -5.13788465e-02 8.09122759e-02
1.23235226e-01 -3.39911891e-01]
[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
-2.21778887e-02 -1.13704449e-01 -1.44673881e-01 -6.68934343e-02
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
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oet: [-1.01631311 -0.40103973 -0.03551918 0.67416299 -0.31059535 0.3279942
-0.42799197 -0.72190131 -0.9504338 0.44511011]
[ 0.70245334 -0.20620414 -0.42289383 -1.27976953 -0.32300061 -0.79409434
-0.14406124 0.23305136 0.56587101 -1.10347224]
X: [ 0. 0. 1.15817056 -0.60762422 0.03189788 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [ 0.39932424 0.08652985 0.36022947 -0.06036687 -0.22656673 0.60689546
-0.83258371 -0.12351098 0.08456717 0.31948682 -0.26543907 -0.10961359
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-0.02758562 0.07244874 0.23432358 0.67630411 0.04997332 0.00765283]
hidden Outputs: [ 0.59852529 0.52161898 0.58909598 0.48491286 0.44359938 0.64723229
0.30309903 0.46916145 0.5211292 0.57919918 0.43402714 0.47262401
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0.63113071 0.41236573 0.41959272 0.48958625 0.5650769 0.50904482
0.49310403 0.51810427 0.55831431 0.66291331 0.51249073 0.5019132 ]
final inputs: [ 0.70245334 -0.20620414 -0.42289383 -1.27976953 -0.32300061 -0.79409434
-0.14406124 0.23305136 0.56587101 -1.10347224]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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[ 7.24195398e-02 -1.45959041e-01 1.40740471e-02 2.05719263e-02
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
-2.59177048e-02 1.68154843e-01 9.74755123e-02 5.10318334e-02
-1.81716269e-01 -1.18256246e-01]
[ 3.55372603e-01 -2.61958935e-02 1.68178286e-01 -2.94637490e-01
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-1.84076996e-01 4.97508203e-03]
[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
1.59137592e-01 -3.04138354e-01]
[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
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oet: [-1.72492174 -0.81626426 -0.59957457 0.25730114 -0.69946779 -0.22837406
-0.87840715 -1.25551976 -1.58833941 0.08100385]
[ 0.64993684 -0.01649772 -0.4764923 -1.05107939 -0.15970563 -0.77625497
-0.10555526 0.23408668 0.49217424 -0.87349421]
X: [ 0. 0. 0.4311098 1.05100987 1.86203995 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [-0.40339171 -0.0364108 -0.69959182 0.08631659 0.08823455 0.37191644
0.13981597 0.1866477 -0.49423205 -0.0592132 -0.06019031 -0.31612735
-0.25314448 0.54382911 0.1639803 -0.74073045 0.75643874 0.00272662
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0.08364727 -0.39214856 0.44669018 -0.41811636 0.40189481 0.57690124]
hidden Outputs: [ 0.40049772 0.49089831 0.33190273 0.52156576 0.52204434 0.59192198
0.53489716 0.54652693 0.37889711 0.48520102 0.48495696 0.42161983
0.43704969 0.63270272 0.54090346 0.32284443 0.68058005 0.50068165
0.40831819 0.40014163 0.50754346 0.63472542 0.55067761 0.4030859
0.52089963 0.40320019 0.60985201 0.39696758 0.59914282 0.64035407]
final inputs: [ 0.64993684 -0.01649772 -0.4764923 -1.05107939 -0.15970563 -0.77625497
-0.10555526 0.23408668 0.49217424 -0.87349421]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
5.31215864e-03 3.89928479e-01 -5.13788465e-02 8.09122759e-02
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[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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5.42917684e-02 -9.64757282e-02 -2.07087232e-01 -9.54662504e-02
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[ 6.98439811e-02 -3.96027512e-02 5.50544664e-02 -8.42099498e-02
5.06671409e-02 -6.57498154e-03 1.46776959e-04 1.62967423e-01
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
3.20103965e-01 -1.84029005e-01]]
oet: [-0.1342626 0.53217196 0.99216654 1.56675363 0.67537987 1.29192921
0.6212295 0.28158756 0.0235 1.38916845]
[ 0.75513796 -0.04858345 -0.56651857 -1.26740186 -0.2590537 -0.80934169
-0.11131722 0.25384305 0.48084293 -0.83286252]
X: [ 0. 0. 0.63884145 -0.86678579 2.10644035 0. 0.
0. 1. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [ 0.02190765 -0.00108473 -0.10802054 0.84002314 0.16929124 -0.10039787
0.2156429 0.31593469 -0.50940586 0.26692583 0.56274286 0.32160516
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-0.24295986 0.32946408 0.53539616 0.20793853 0.0848655 0.18695519]
hidden Outputs: [ 0.50547669 0.49972882 0.47302109 0.69847009 0.54222202 0.47492159
0.55370278 0.57833319 0.37533282 0.56633805 0.63708695 0.57971539
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0.43955707 0.58162897 0.6307408 0.55179813 0.52120365 0.54660314]
final inputs: [ 0.75513796 -0.04858345 -0.56651857 -1.26740186 -0.2590537 -0.80934169
-0.11131722 0.25384305 0.48084293 -0.83286252]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
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-1.81716269e-01 -1.18256246e-01]
[ 3.55372603e-01 -2.61958935e-02 1.68178286e-01 -2.94637490e-01
-1.88007578e-01 -1.24044644e-01 4.40033541e-01 -2.52484438e-01
-1.84076996e-01 4.97508203e-03]
[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
1.59137592e-01 -3.04138354e-01]
[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
7.67878136e-02 -2.82704568e-01]
[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
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3.20103965e-01 -1.84029005e-01]]
oet: [-0.77974321 0.0239782 0.54191332 1.24279661 0.23444845 0.78473644
0.08671196 -0.2784483 -0.50544819 0.80825726]
[ 0.45550072 -0.2305825 -0.41983293 -1.30982459 -0.43440247 -0.79344017
-0.09367711 0.28708569 0.5508453 -0.94900111]
X: [ 0. 0. 0.11951233 1.93215924 -1.55384381 0. 1.
0. 0. 0. 0. 1. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [-0.15214885 0.01279857 0.18350272 -0.4835122 0.33676553 0.79813151
0.18356206 -0.12791982 0.53660495 0.15803054 0.00924343 -0.12772945
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0.34257273 0.31537891 0.16658186 -0.83029399 0.00619059 -0.13377243
-0.65410762 0.3779535 0.14369491 -0.10584181 -0.48905355 -0.30521393]
hidden Outputs: [ 0.462036 0.5031996 0.54574738 0.38142311 0.58340462 0.68957465
0.54576209 0.46806358 0.63102229 0.53942562 0.50231084 0.46811098
0.47257038 0.42558639 0.59132041 0.45655496 0.43158846 0.448056
0.58481534 0.57819765 0.54154943 0.30358291 0.50154764 0.46660668
0.34206449 0.59337942 0.53586204 0.47356422 0.38011655 0.42428339]
final inputs: [ 0.45550072 -0.2305825 -0.41983293 -1.30982459 -0.43440247 -0.79344017
-0.09367711 0.28708569 0.5508453 -0.94900111]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
-3.14757484e-01 3.06629473e-01 6.66337986e-02 -1.24901194e-01
1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
5.31215864e-03 3.89928479e-01 -5.13788465e-02 8.09122759e-02
1.23235226e-01 -3.39911891e-01]
[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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5.41400827e-02 -2.06440861e-01]
[ 1.80754698e-01 -1.67227229e-01 -2.01511894e-01 -2.37467437e-01
5.42917684e-02 -9.64757282e-02 -2.07087232e-01 -9.54662504e-02
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[ 6.98439811e-02 -3.96027512e-02 5.50544664e-02 -8.42099498e-02
5.06671409e-02 -6.57498154e-03 1.46776959e-04 1.62967423e-01
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[ -1.18526698e-01 -2.11865934e-02 3.86446118e-02 -2.57540348e-01
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[ 1.03344196e-01 1.37417022e-01 -1.26828118e-01 2.70367777e-01
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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-2.59177048e-02 1.68154843e-01 9.74755123e-02 5.10318334e-02
-1.81716269e-01 -1.18256246e-01]
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[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
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oet: [-1.43386467 -0.74778145 -0.55853102 0.33146064 -0.54396148 -0.18492377
-0.88468683 -1.26544964 -1.52920925 -0.02936284]
[ 0.55417286 -0.2219088 -0.51675652 -1.15418137 -0.25934345 -0.73331591
-0.05702887 0.32848504 0.4788489 -0.99146977]
X: [ 0. 0. -0.5036826 1.25833914 -0.45608552 1. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [-0.6596233 -0.07957851 -0.11831401 -0.52420599 0.63653085 0.20030983
0.44984313 0.02914316 0.01473375 0.38142433 -0.18414202 -0.46615356
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0.26040545 -0.15314624 -0.2353127 0.0538601 -0.11023292 -0.16204463]
hidden Outputs: [ 0.34082424 0.48011586 0.47045595 0.37186926 0.65396883 0.54991068
0.61060194 0.50728527 0.50368337 0.59421659 0.45409414 0.38552705
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0.56473596 0.46178809 0.44144178 0.51346177 0.47246964 0.45957726]
final inputs: [ 0.55417286 -0.2219088 -0.51675652 -1.15418137 -0.25934345 -0.73331591
-0.05702887 0.32848504 0.4788489 -0.99146977]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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[ 7.24195398e-02 -1.45959041e-01 1.40740471e-02 2.05719263e-02
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
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-1.81716269e-01 -1.18256246e-01]
[ 3.55372603e-01 -2.61958935e-02 1.68178286e-01 -2.94637490e-01
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-1.84076996e-01 4.97508203e-03]
[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
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[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
3.20103965e-01 -1.84029005e-01]]
oet: [-0.96469204 -0.18861038 0.10623735 0.74366219 -0.15117573 0.32279673
-0.35349031 -0.73900421 -0.88936808 0.58095059]
[ 0.80031184 -0.10266748 -0.53282427 -1.25539169 -0.16554596 -0.73929224
-0.13195991 0.25343855 0.43800431 -0.96379351]
X: [ 0. 0. 1.67749968 -0.34846264 0.88607317 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
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[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [-0.09383976 0.08073238 -0.39057164 0.7875675 -0.17439381 0.25833497
-0.34328479 -0.16592163 -0.17347019 0.46474016 -0.03626087 -0.50825945
0.12747271 0.06045076 0.18419171 0.00367373 -0.38827093 -0.18721152
0.31185568 -0.04934991 -0.6256533 0.11483552 0.68846218 -0.3957466
-0.38803028 0.18609724 0.56034261 -0.10617948 0.32217182 -0.25356443]
hidden Outputs: [ 0.47655726 0.52017214 0.4035797 0.68730879 0.45651171 0.56422695
0.41501178 0.45861449 0.45674088 0.61413807 0.49093578 0.37560164
0.53182509 0.51510809 0.54591818 0.50091843 0.40413361 0.45333334
0.57733815 0.48766503 0.34849679 0.52867737 0.66562474 0.40233469
0.40419156 0.5463905 0.63653181 0.47348004 0.57985345 0.43694637]
final inputs: [ 0.80031184 -0.10266748 -0.53282427 -1.25539169 -0.16554596 -0.73929224
-0.13195991 0.25343855 0.43800431 -0.96379351]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
-3.14757484e-01 3.06629473e-01 6.66337986e-02 -1.24901194e-01
1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
5.31215864e-03 3.89928479e-01 -5.13788465e-02 8.09122759e-02
1.23235226e-01 -3.39911891e-01]
[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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5.41400827e-02 -2.06440861e-01]
[ 1.80754698e-01 -1.67227229e-01 -2.01511894e-01 -2.37467437e-01
5.42917684e-02 -9.64757282e-02 -2.07087232e-01 -9.54662504e-02
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[ 6.98439811e-02 -3.96027512e-02 5.50544664e-02 -8.42099498e-02
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[ -1.18526698e-01 -2.11865934e-02 3.86446118e-02 -2.57540348e-01
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[ 1.03344196e-01 1.37417022e-01 -1.26828118e-01 2.70367777e-01
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[ -1.00156530e-01 2.92806997e-01 7.00384527e-02 -1.87336352e-01
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[ 3.62123824e-01 -5.60426852e-02 1.40785059e-01 -4.46399961e-01
4.09331170e-01 8.46981520e-03 3.94753369e-01 8.14049078e-03
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
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oet: [-0.27361149 0.62936783 1.05952462 1.78209204 0.69224632 1.26599259
0.65866026 0.2732618 0.08869604 1.49049386]
[ 0.53205666 -0.11172521 -0.55700118 -1.26939311 -0.34296745 -0.89177278
-0.33082573 0.32173416 0.49845889 -0.98149762]
X: [ 1. 0. -0.39981678 -1.12594737 0.88607317 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 1. 0. 0. ]
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-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [-0.63599826 -0.35416046 -0.19565725 0.27438659 -0.16304505 0.29645
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-0.09096151 0.5336864 0.08893601 0.50165863 -0.03496893 0.39137733]
hidden Outputs: [ 0.3461517 0.41237388 0.45124114 0.56816949 0.4593288 0.57357446
0.5200364 0.40373191 0.44185621 0.49114177 0.5267045 0.52479271
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0.47727529 0.63034249 0.52221936 0.62284904 0.49125866 0.59661422]
final inputs: [ 0.53205666 -0.11172521 -0.55700118 -1.26939311 -0.34296745 -0.89177278
-0.33082573 0.32173416 0.49845889 -0.98149762]
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1.46436460e-01 2.79260469e-01]
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[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
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[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
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[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
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oet: [-1.549012 -0.90523014 -0.45995416 0.25243777 -0.67398789 -0.12518256
-0.68612962 -1.3386895 -1.51541423 -0.03545772]
[ 0.55889963 -0.07361375 -0.4726015 -1.14195934 -0.10281355 -0.79207319
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X: [ 0. 0. -0.9191459 0.68818367 1.13047356 0. 1.
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0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
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[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
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[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [-1.30149078 -0.14273743 -0.46928697 0.01521089 0.21764391 0.39548442
-0.09189836 -0.05969691 -0.48805299 0.00731407 0.24125624 -0.35748211
-0.28449573 0.21183076 -0.34333446 -0.60726789 -0.00716438 0.05274984
0.21206633 0.21921063 0.31097104 -0.2954014 0.74327536 -0.11324137
-0.21438065 -0.42442607 -0.01893101 -0.11260606 0.18835695 0.8807816 ]
hidden Outputs: [ 0.21391423 0.4643761 0.38478502 0.50380265 0.55419721 0.59760226
0.47704157 0.4850802 0.38035234 0.50182851 0.56002321 0.41156921
0.42935194 0.55276055 0.41499973 0.35268268 0.49820891 0.5131844
0.55281878 0.55458425 0.57712226 0.42668203 0.67771167 0.47171987
0.44660916 0.39545812 0.49526739 0.47187819 0.54695051 0.70698416]
final inputs: [ 0.55889963 -0.07361375 -0.4726015 -1.14195934 -0.10281355 -0.79207319
-0.04850199 0.37682504 0.51845113 -0.99137492]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
-3.14757484e-01 3.06629473e-01 6.66337986e-02 -1.24901194e-01
1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
5.31215864e-03 3.89928479e-01 -5.13788465e-02 8.09122759e-02
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[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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[ 1.80754698e-01 -1.67227229e-01 -2.01511894e-01 -2.37467437e-01
5.42917684e-02 -9.64757282e-02 -2.07087232e-01 -9.54662504e-02
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[ 6.98439811e-02 -3.96027512e-02 5.50544664e-02 -8.42099498e-02
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[ 3.62123824e-01 -5.60426852e-02 1.40785059e-01 -4.46399961e-01
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
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-1.81716269e-01 -1.18256246e-01]
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-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
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oet: [-0.5559396 0.07657378 0.47556153 1.14491937 0.10577357 0.79503321
0.05146202 -0.37386501 -0.5154911 0.99433495]
[ 0.74470786 -0.0720889 -0.51759746 -1.22677339 -0.2609823 -0.80054552
-0.09340135 0.32020335 0.44649622 -0.87505029]
X: [ 1. 0. 0.8465731 -0.45212727 0.88607317 0. 0.
0. 1. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [-0.11653944 -0.53386959 -0.38895005 0.24729228 0.59862162 0.21116598
0.33754347 0.00922795 -0.24837865 0.65250815 0.15306681 -0.90374314
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-0.25273883 0.03445863 0.43296499 0.34236516 0.25819519 -0.39621661]
hidden Outputs: [ 0.47089807 0.36961482 0.40397008 0.56150993 0.64534089 0.5525962
0.58359368 0.50230697 0.43822261 0.65757545 0.53819216 0.28828189
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0.54428462 0.54997511 0.41534157 0.51884283 0.49922209 0.45296442
0.4371495 0.5086138 0.60658146 0.58476493 0.56419258 0.40222168]
final inputs: [ 0.74470786 -0.0720889 -0.51759746 -1.22677339 -0.2609823 -0.80054552
-0.09340135 0.32020335 0.44649622 -0.87505029]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
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[ 3.55372603e-01 -2.61958935e-02 1.68178286e-01 -2.94637490e-01
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-1.84076996e-01 4.97508203e-03]
[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
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[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
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oet: [ 2.6653208 3.48211756 3.92762613 4.63680206 3.67101096 4.21057418
3.50343002 3.08982532 2.96353244 4.28507896]
[ 0.56862983 -0.29371301 -0.61535471 -1.20966578 -0.27540372 -0.85521028
-0.10661408 0.26939977 0.39516221 -0.9107182 ]
X: [ 0. 0. -0.60754843 0.99917756 -0.69966852 1. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 1. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
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[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [-0.51101911 -0.3876843 0.11776911 -0.12270118 0.38893586 0.27510885
0.51608114 -0.01291986 0.24994764 -0.12748675 -0.1504681 0.00934925
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-0.22360615 0.09063573 -0.11139083 -0.32907929 0.14088828 -0.18414332
-0.11091767 0.07085218 -0.25229032 0.21167668 -0.16827196 -0.69382069]
hidden Outputs: [ 0.37495465 0.40427488 0.5294083 0.46936313 0.5960265 0.56834669
0.62623095 0.49677008 0.56216361 0.46817141 0.46245379 0.5023373
0.42694324 0.63113753 0.31056892 0.47253897 0.5584135 0.66986164
0.44433023 0.52264343 0.47218105 0.41846466 0.53516392 0.45409381
0.47229898 0.51770564 0.43725985 0.55272246 0.45803099 0.33318368]
final inputs: [ 0.56862983 -0.29371301 -0.61535471 -1.20966578 -0.27540372 -0.85521028
-0.10661408 0.26939977 0.39516221 -0.9107182 ]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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5.42917684e-02 -9.64757282e-02 -2.07087232e-01 -9.54662504e-02
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[ 6.98439811e-02 -3.96027512e-02 5.50544664e-02 -8.42099498e-02
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
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oet: [-1.45878489 -0.59644204 -0.27480034 0.31951073 -0.61475133 -0.03494478
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-0.06196161 0.26815136 0.43730727 -0.97373337]
X: [ 1. 0. -0.19208513 1.62116534 -0.69966852 1. 0.
0. 0. 0. 0. 1. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
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[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [-0.7170048 -0.51933376 0.01796528 -0.4180246 0.1140372 0.55855102
0.16289891 0.42610235 -0.04920862 0.07056629 -0.15048232 -0.86685857
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-0.05244799 0.20200393 0.12698615 0.08539945 -0.4293356 -0.19514621]
hidden Outputs: [ 0.32805289 0.37300804 0.5044912 0.39698954 0.52847844 0.63611721
0.54063491 0.60494256 0.48770033 0.51763426 0.46245025 0.29590839
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0.48689101 0.55032995 0.53170394 0.5213369 0.39428499 0.45136768]
final inputs: [ 0.6431547 -0.15100715 -0.48448098 -1.19716713 -0.24129416 -0.82611227
-0.06196161 0.26815136 0.43730727 -0.97373337]
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
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[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
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oet: [-1.62151865 -0.8273568 -0.49388297 0.21880319 -0.73706978 -0.15225168
-0.91640233 -1.24651531 -1.41567121 -0.00463058]
[ 0.36238838 -0.17784826 -0.53079288 -1.17145689 -0.4230075 -0.8197615
-0.22311554 0.30917643 0.58384315 -0.89784465]
X: [ 0. 0. -0.60754843 1.25833914 -0.82146002 0. 1.
0. 0. 0. 1. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
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[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
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[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [-0.05758033 -0.31860551 0.00313795 -0.2849523 0.61555922 0.6462542
0.47027423 -0.22550438 0.15457792 -0.10223401 0.1062219 -0.00993893
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-0.58753663 0.03761638 -0.34957628 0.18793597 -0.00341052 -0.0280277 ]
hidden Outputs: [ 0.48560889 0.42101563 0.50078449 0.42924007 0.64920789 0.65616586
0.61544866 0.4438616 0.53856772 0.47446373 0.52653053 0.49751529
0.32256378 0.43055677 0.52072366 0.4528968 0.4870135 0.49686299
0.53681867 0.56833027 0.49401375 0.3427653 0.46964055 0.45141229
0.35720027 0.50940299 0.41348517 0.54684619 0.49914737 0.49299353]
final inputs: [ 0.36238838 -0.17784826 -0.53079288 -1.17145689 -0.4230075 -0.8197615
-0.22311554 0.30917643 0.58384315 -0.89784465]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
5.31215864e-03 3.89928479e-01 -5.13788465e-02 8.09122759e-02
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[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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5.42917684e-02 -9.64757282e-02 -2.07087232e-01 -9.54662504e-02
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[ 6.98439811e-02 -3.96027512e-02 5.50544664e-02 -8.42099498e-02
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
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oet: [-1.11471703 -0.57448039 -0.22153577 0.41912824 -0.32932116 0.06743284
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[ 0.69983589 -0.18233747 -0.47049364 -1.05325802 -0.36145713 -0.81938705
-0.0143591 0.1088791 0.44877096 -0.92131903]
X: [ 0. 1. 0.95043892 0.84368061 0.76428167 0. 0.
1. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [ 0.13205586 -0.21859427 0.1169663 0.1675683 -0.10502989 0.6769302
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-0.36226537 -0.33026396 0.5869953 0.59169595 0.14758493 -0.17379765]
hidden Outputs: [ 0.53296607 0.44556801 0.52920828 0.54179432 0.47376664 0.6630532
0.48576015 0.64467818 0.49878178 0.67453417 0.51482875 0.44225785
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0.41041129 0.4181764 0.64267543 0.64375418 0.53682941 0.45665963]
final inputs: [ 0.69983589 -0.18233747 -0.47049364 -1.05325802 -0.36145713 -0.81938705
-0.0143591 0.1088791 0.44877096 -0.92131903]
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[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
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oet: [-0.34955333 0.53262002 0.8207762 1.40354058 0.71173969 1.16966961
0.36464166 0.24140346 -0.0984884 1.27160159]
[ 0.51899305 -0.13197819 -0.61104929 -1.0609885 -0.37088613 -0.8551427
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X: [ 1. 0. -0.5036826 1.25833914 -0.21168512 1. 0.
0. 0. 0. 1. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 1. 0. 0. 0.
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[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
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[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
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[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [-0.23134452 -0.8195766 -0.02877011 -0.01851139 0.14492159 0.37832724
0.62194358 0.34130066 0.05278011 0.18788597 -0.42147249 -0.62015603
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-0.48644009 0.14271472 -0.37752732 -0.07895872 0.0475286 -0.17057378]
hidden Outputs: [ 0.44242045 0.30585354 0.49280797 0.49537228 0.53616712 0.59346959
0.65066046 0.58450643 0.51319196 0.5468338 0.39616445 0.34974597
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0.34717339 0.52602313 0.46821661 0.43527259 0.50848482 0.39951132
0.38073255 0.53561825 0.40672342 0.48027057 0.51187991 0.45745965]
final inputs: [ 0.51899305 -0.13197819 -0.61104929 -1.0609885 -0.37088613 -0.8551427
-0.20144202 0.2279875 0.45016034 -0.86097063]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
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1.59137592e-01 -3.04138354e-01]
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1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
7.67878136e-02 -2.82704568e-01]
[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
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oet: [-1.11144308 -0.46047184 0.01859926 0.46853848 -0.22156389 0.26269267
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[ 0.41933915 -0.15885396 -0.53736141 -1.07590744 -0.53083833 -0.7720022
-0.35109075 0.23510353 0.58520502 -0.81446773]
X: [ 0. 0. -1.12687754 -0.08930106 -0.45608552 1. 0.
0. 0. 1. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [ 0.26372493 -0.15219874 -0.10686658 -0.24749862 0.54997092 -0.22999459
-0.06324615 -0.06533863 -0.05962857 0.12590113 -0.25599566 0.64248645
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-0.30505545 0.47580998 -0.4279452 0.17225968 -0.17022028 0.29334436]
hidden Outputs: [ 0.56555174 0.4620236 0.47330875 0.43843927 0.63412884 0.44275348
0.48419373 0.48367115 0.48509727 0.53143377 0.43634832 0.65531531
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0.36699579 0.46382589 0.3905535 0.38129082 0.41469209 0.51439876
0.4243221 0.61675798 0.39461711 0.54295875 0.45754738 0.57281469]
final inputs: [ 0.41933915 -0.15885396 -0.53736141 -1.07590744 -0.53083833 -0.7720022
-0.35109075 0.23510353 0.58520502 -0.81446773]
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[ 3.55372603e-01 -2.61958935e-02 1.68178286e-01 -2.94637490e-01
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
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oet: [-1.3480856 -0.76989249 -0.39138504 0.14716099 -0.39790811 -0.15674425
-0.57765569 -1.16384997 -1.51395147 -0.11427871]
[ 0.56758874 -0.23616099 -0.61342499 -1.26806937 -0.22879688 -0.85716633
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X: [ 0. 0. -0.9191459 -0.29663033 1.37405656 1. 0.
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0. 0. 0. 1. 0. 0. 0.
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[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
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[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [ -8.31096837e-01 3.84519630e-01 -4.63957980e-02 8.43055652e-02
5.98478671e-01 1.48686876e-01 2.30235501e-01 -4.71724162e-01
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3.54883275e-01 1.70874652e-01 1.20571421e-01 -7.14668253e-02
4.08286453e-01 -4.93239450e-02]
hidden Outputs: [ 0.3034132 0.59496272 0.48840313 0.52106392 0.64530817 0.53710339
0.55730596 0.38420824 0.46187931 0.46986825 0.40859332 0.64551711
0.42450451 0.73621862 0.29799466 0.41892274 0.58969039 0.59559026
0.37532379 0.49199836 0.48983895 0.47416996 0.57630543 0.50012552
0.58780126 0.54261502 0.53010639 0.48214089 0.60067693 0.48767151]
final inputs: [ 0.56758874 -0.23616099 -0.61342499 -1.26806937 -0.22879688 -0.85716633
-0.19253756 0.30745997 0.44333601 -1.03542089]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
5.31215864e-03 3.89928479e-01 -5.13788465e-02 8.09122759e-02
1.23235226e-01 -3.39911891e-01]
[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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7.67878136e-02 -2.82704568e-01]
[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
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oet: [-0.4157762 0.38797354 0.76523754 1.41988191 0.38060942 1.00897887
0.3443501 -0.15564743 -0.29152347 1.18723343]
[ 0.51629368 -0.15738613 -0.51942364 -1.20361065 -0.48469733 -0.75859502
-0.25845698 0.27012868 0.57127332 -0.8520015 ]
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[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
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[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [ 0.66085285 -0.47351608 -0.03932729 0.05619057 0.44278444 0.17150016
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-0.56209187 0.35660212 -0.35281357 0.76219444 0.05890134 -0.32948037]
hidden Outputs: [ 0.65945194 0.38378437 0.49016944 0.51404395 0.60892231 0.54277026
0.5085736 0.55166118 0.51410504 0.5849952 0.56243045 0.39409886
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0.50280696 0.60255271 0.40468149 0.37550508 0.33652721 0.53396641
0.36306358 0.58821766 0.41270031 0.68182998 0.51472108 0.41836706]
final inputs: [ 0.51629368 -0.15738613 -0.51942364 -1.20361065 -0.48469733 -0.75859502
-0.25845698 0.27012868 0.57127332 -0.8520015 ]
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1.46436460e-01 2.79260469e-01]
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oet: [-0.48025532 0.1934245 0.55546201 1.23964901 0.52073569 0.79463338
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[ 0.71009757 -0.00810967 -0.4880974 -1.23372156 -0.34934799 -0.752132
-0.25469042 0.27736182 0.56015775 -0.99825974]
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[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
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...,
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[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [ 0.09965915 -0.2880312 0.34539692 0.50447561 0.24826423 0.2145143
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0.25275283 0.12535641 0.41233787 0.14820175 -0.02267362 0.34558775]
hidden Outputs: [ 0.52489419 0.42848593 0.5855009 0.62351054 0.56174922 0.55342387
0.39925872 0.43913688 0.30757347 0.68578392 0.468085 0.40660768
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final inputs: [ 0.71009757 -0.00810967 -0.4880974 -1.23372156 -0.34934799 -0.752132
-0.25469042 0.27736182 0.56015775 -0.99825974]
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [-0.67549612 0.40272074 -0.36228407 0.51690289 0.55583834 -0.01848048
0.37178849 -0.26244727 0.21828246 0.2808436 -0.26294187 0.29853363
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0.25171485 0.13050683 0.10056081 0.08299393 0.36171167 -0.13243598]
hidden Outputs: [ 0.33726726 0.59934117 0.41040677 0.62642327 0.63548907 0.49538001
0.59189107 0.43476221 0.55435496 0.56975303 0.43464067 0.57408401
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0.56259854 0.53258048 0.52511904 0.52073658 0.58945472 0.46693931]
final inputs: [ 0.55900772 -0.2430075 -0.62249388 -1.27946555 -0.29387428 -0.81968756
-0.22148886 0.24434691 0.45506294 -1.02388261]
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oet: [-1.07978801 -0.2777728 0.10171358 0.75868525 -0.22690602 0.29890727
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X: [ 0. 0. 0.11951233 0.74001598 0.51988127 0. 0.
0. 1. 0. 0. 1. 0. 0.
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [-0.25437783 0.28505041 0.05815613 0.19418098 0.70273697 0.32504549
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-0.40682221 0.26668371 -0.00143225 -0.20687475 0.11693609 0.09335663]
hidden Outputs: [ 0.43674626 0.57078396 0.51453494 0.54839328 0.66879431 0.58055338
0.44880298 0.45152981 0.48030142 0.55985547 0.58077916 0.37340828
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final inputs: [ 0.68249318 -0.19935076 -0.48709273 -1.29936408 -0.15160709 -0.68459925
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [-0.16246036 -0.41807399 -0.45482639 -0.06173502 -0.0468692 0.23162003
0.399183 -0.09288349 -0.54933216 -0.45171275 -0.12473538 -0.16021712
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0.06324127 -0.62982295 -0.45734577 0.35739512 0.43205881 0.25896334
-0.10935185 0.03676633 0.13686263 -0.09783506 -0.04832554 0.19509169]
hidden Outputs: [ 0.45947401 0.39697772 0.38821386 0.48457114 0.48828484 0.55764751
0.59849135 0.47679581 0.36601937 0.38895362 0.46885652 0.46003118
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0.47268925 0.50919055 0.53416235 0.47556073 0.48792097 0.54861881]
final inputs: [ 0.65661566 -0.06631342 -0.50223024 -1.13450184 -0.19693779 -0.86541562
-0.1349743 0.35299258 0.46923063 -0.81760888]
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oet: [-1.56882293 -0.84589385 -0.40997704 0.22229456 -0.71526948 -0.04679166
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X: [ 1. 1. 0.8465731 0.32535746 -1.55384381 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [ 0.31248571 -0.15538459 0.21857793 -0.02427733 0.31978776 0.23570814
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-0.31235381 0.32578939 0.03460055 0.52077385 -0.19383902 -0.32707573]
hidden Outputs: [ 0.57749188 0.46123182 0.55442796 0.49393097 0.57927253 0.55865572
0.33985668 0.45135276 0.5477802 0.60833257 0.48571181 0.58386567
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final inputs: [ 0.57625054 -0.1681068 -0.40887015 -1.28617165 -0.44537912 -0.81297664
-0.18375838 0.19822124 0.57230795 -0.92345136]
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X: [ 1. 0. -0.71141425 -1.33327663 -0.45608552 0. 1.
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[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
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...,
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [ 0.29598156 -0.03348582 -0.14596343 0.2120277 0.29882887 -0.15618293
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hidden Outputs: [ 0.57345988 0.49162933 0.46357379 0.55280923 0.5741562 0.46103344
0.43892365 0.49290961 0.52495034 0.44342712 0.47993087 0.51403916
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0.41440101 0.63078324 0.35960605 0.61517005 0.49924741 0.51060963]
final inputs: [ 0.55018689 -0.17732072 -0.48233026 -1.23446411 -0.36896706 -0.79158353
-0.38283713 0.28355242 0.66369372 -0.91887212]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
5.31215864e-03 3.89928479e-01 -5.13788465e-02 8.09122759e-02
1.23235226e-01 -3.39911891e-01]
[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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5.41400827e-02 -2.06440861e-01]
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5.42917684e-02 -9.64757282e-02 -2.07087232e-01 -9.54662504e-02
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5.06671409e-02 -6.57498154e-03 1.46776959e-04 1.62967423e-01
1.48622872e-01 -4.08404969e-04]
[ -1.18526698e-01 -2.11865934e-02 3.86446118e-02 -2.57540348e-01
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[ 7.46854806e-02 2.13456971e-01 -1.15749893e-01 2.02748443e-01
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[ -8.71626717e-02 -5.05991280e-01 -7.68703789e-02 -2.30315287e-01
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4.09331170e-01 8.46981520e-03 3.94753369e-01 8.14049078e-03
1.16284317e-01 -2.80013716e-02]
[ 3.51500436e-01 -1.89411437e-01 7.50134626e-03 2.64518138e-02
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1.60929920e-01 -2.18471934e-01]
[ 9.06294031e-02 1.35281748e-01 6.04579554e-02 -1.79971724e-02
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[ -1.48606852e-01 1.65915461e-01 1.35733482e-01 -1.96080080e-01
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[ -1.74028659e-01 -1.00987848e-01 -1.71408614e-01 9.93417746e-02
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[ -1.88189931e-01 -1.06748395e-01 3.69113848e-01 4.05738459e-02
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3.30237766e-02 -1.72274701e-01]
[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
-2.59177048e-02 1.68154843e-01 9.74755123e-02 5.10318334e-02
-1.81716269e-01 -1.18256246e-01]
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[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
1.59137592e-01 -3.04138354e-01]
[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
7.67878136e-02 -2.82704568e-01]
[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
3.20103965e-01 -1.84029005e-01]]
oet: [-0.855958 -0.12845039 0.17655915 0.928693 0.06319595 0.48581242
0.07706602 -0.58932353 -0.96946483 0.61310101]
[ 0.60138424 -0.21283111 -0.43759709 -1.24092866 -0.29777166 -0.76152971
0.04032368 0.31029811 0.52730506 -0.92389467]
X: [ 0. 0. -0.29595096 1.93215924 -0.45608552 0. 0.
0. 1. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
-0.18501557]
[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
-0.10047163]
...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [ 0.13172487 0.26295229 0.2483711 -0.45013206 0.15009171 0.58339265
0.22120993 0.35286749 0.06159107 0.06515456 0.29151304 -0.22940258
0.17163605 0.15181263 0.03281319 -0.31509829 0.08992967 0.37039022
0.10876351 0.36267341 0.54899023 -0.28417075 0.36366288 0.18100972
-0.63714614 0.28794041 0.20367349 0.05209991 -0.16906594 -0.2797979 ]
hidden Outputs: [ 0.53288368 0.56536189 0.56177553 0.38932937 0.53745264 0.64184768
0.55507807 0.58731276 0.5153929 0.51628288 0.57236651 0.44289955
0.54280398 0.53788043 0.50820256 0.4218708 0.52246728 0.59155327
0.5271641 0.58968744 0.63390129 0.42943156 0.58992682 0.54512928
0.34589194 0.57149184 0.55074308 0.51302203 0.4578339 0.43050332]
final inputs: [ 0.60138424 -0.21283111 -0.43759709 -1.24092866 -0.29777166 -0.76152971
0.04032368 0.31029811 0.52730506 -0.92389467]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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1.23235226e-01 -3.39911891e-01]
[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
-2.21778887e-02 -1.13704449e-01 -1.44673881e-01 -6.68934343e-02
5.41400827e-02 -2.06440861e-01]
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[ 6.98439811e-02 -3.96027512e-02 5.50544664e-02 -8.42099498e-02
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1.48622872e-01 -4.08404969e-04]
[ -1.18526698e-01 -2.11865934e-02 3.86446118e-02 -2.57540348e-01
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[ -8.71626717e-02 -5.05991280e-01 -7.68703789e-02 -2.30315287e-01
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[ 1.03344196e-01 1.37417022e-01 -1.26828118e-01 2.70367777e-01
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[ 3.62123824e-01 -5.60426852e-02 1.40785059e-01 -4.46399961e-01
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[ -1.48606852e-01 1.65915461e-01 1.35733482e-01 -1.96080080e-01
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[ -1.74028659e-01 -1.00987848e-01 -1.71408614e-01 9.93417746e-02
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[ 7.24195398e-02 -1.45959041e-01 1.40740471e-02 2.05719263e-02
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
-1.57175148e-02 -6.72764242e-02 -2.78739729e-01 -7.60063869e-02
-4.79678263e-02 -3.41016107e-01]
[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
-2.59177048e-02 1.68154843e-01 9.74755123e-02 5.10318334e-02
-1.81716269e-01 -1.18256246e-01]
[ 3.55372603e-01 -2.61958935e-02 1.68178286e-01 -2.94637490e-01
-1.88007578e-01 -1.24044644e-01 4.40033541e-01 -2.52484438e-01
-1.84076996e-01 4.97508203e-03]
[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
1.59137592e-01 -3.04138354e-01]
[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
7.67878136e-02 -2.82704568e-01]
[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
3.20103965e-01 -1.84029005e-01]]
oet: [-1.61833959 -0.80412423 -0.57935825 0.22397332 -0.71918368 -0.25542563
-1.05727902 -1.32725345 -1.5442604 -0.09306067]
[ 0.4516718 -0.20428544 -0.44398394 -1.15589574 -0.47132319 -0.68332343
-0.20026167 0.18985255 0.59980452 -0.79690914]
X: [ 1. 1. -0.81528007 0.68818367 -0.69966852 0. 0.
0. 1. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [ 0.42888183 0.4205336 -0.14991151 0.29701515 0.71047866 0.24816448
0.15961192 -0.00982946 0.17851377 0.52847427 0.14509457 0.37576479
-0.10737037 -0.06015237 0.02720872 0.07529038 0.55001792 0.05971099
-0.48647663 -0.23557095 0.21318818 -0.15790884 -0.49321587 -0.38160371
-0.96006323 0.39351837 -0.40696233 0.39334669 -0.10613867 0.05866772]
hidden Outputs: [ 0.60560663 0.60361093 0.46259215 0.57371268 0.67050692 0.56172467
0.53981848 0.49754266 0.5445103 0.62912719 0.53621014 0.59285122
0.47318317 0.48496644 0.50680176 0.51881371 0.63413975 0.51492331
0.38072393 0.44137811 0.5530961 0.46060462 0.37913628 0.40574016
0.27686553 0.59712939 0.39964072 0.59708809 0.47349022 0.51466273]
final inputs: [ 0.4516718 -0.20428544 -0.44398394 -1.15589574 -0.47132319 -0.68332343
-0.20026167 0.18985255 0.59980452 -0.79690914]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
-3.14757484e-01 3.06629473e-01 6.66337986e-02 -1.24901194e-01
1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
5.31215864e-03 3.89928479e-01 -5.13788465e-02 8.09122759e-02
1.23235226e-01 -3.39911891e-01]
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
-1.57175148e-02 -6.72764242e-02 -2.78739729e-01 -7.60063869e-02
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[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
-2.59177048e-02 1.68154843e-01 9.74755123e-02 5.10318334e-02
-1.81716269e-01 -1.18256246e-01]
[ 3.55372603e-01 -2.61958935e-02 1.68178286e-01 -2.94637490e-01
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-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
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[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
3.20103965e-01 -1.84029005e-01]]
oet: [-1.17092212 -0.51496488 -0.27526638 0.43664543 -0.24792712 -0.03592688
-0.51898864 -0.90910287 -1.31905483 0.07765882]
[ 0.60426539 -0.23135387 -0.54790083 -1.13361137 -0.25912973 -0.82659505
-0.06380842 0.33962249 0.41913514 -1.0155127 ]
X: [ 0. 0. -1.43847501 1.56933303 0.76428167 1. 0.
0. 0. 0. 0. 1. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
-0.18501557]
[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [-0.88650155 0.01826367 -0.09308985 -0.53702698 0.16698026 0.6086102
-0.07025423 0.17851515 -0.0978513 0.26368804 -0.37603475 0.09305206
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-0.08628891 0.09320536 -0.09768167 -0.16319024 0.07387002 0.13249945]
hidden Outputs: [ 0.29183231 0.50456579 0.47674433 0.36887945 0.54164834 0.64762371
0.48244366 0.54451065 0.47555668 0.56554268 0.40708362 0.52324624
0.4064204 0.77947983 0.34712682 0.37406796 0.57178162 0.64836531
0.40215575 0.48235774 0.5470473 0.4152101 0.64476007 0.52928054
0.47844115 0.52328449 0.47559898 0.45929274 0.51845911 0.53307649]
final inputs: [ 0.60426539 -0.23135387 -0.54790083 -1.13361137 -0.25912973 -0.82659505
-0.06380842 0.33962249 0.41913514 -1.0155127 ]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
-3.14757484e-01 3.06629473e-01 6.66337986e-02 -1.24901194e-01
1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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5.41400827e-02 -2.06440861e-01]
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[ 7.46854806e-02 2.13456971e-01 -1.15749893e-01 2.02748443e-01
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[ -8.71626717e-02 -5.05991280e-01 -7.68703789e-02 -2.30315287e-01
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[ 3.62123824e-01 -5.60426852e-02 1.40785059e-01 -4.46399961e-01
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[ 9.06294031e-02 1.35281748e-01 6.04579554e-02 -1.79971724e-02
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[ -1.48606852e-01 1.65915461e-01 1.35733482e-01 -1.96080080e-01
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[ -1.74028659e-01 -1.00987848e-01 -1.71408614e-01 9.93417746e-02
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[ -1.88189931e-01 -1.06748395e-01 3.69113848e-01 4.05738459e-02
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[ 7.24195398e-02 -1.45959041e-01 1.40740471e-02 2.05719263e-02
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
-1.57175148e-02 -6.72764242e-02 -2.78739729e-01 -7.60063869e-02
-4.79678263e-02 -3.41016107e-01]
[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
-2.59177048e-02 1.68154843e-01 9.74755123e-02 5.10318334e-02
-1.81716269e-01 -1.18256246e-01]
[ 3.55372603e-01 -2.61958935e-02 1.68178286e-01 -2.94637490e-01
-1.88007578e-01 -1.24044644e-01 4.40033541e-01 -2.52484438e-01
-1.84076996e-01 4.97508203e-03]
[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
1.59137592e-01 -3.04138354e-01]
[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
7.67878136e-02 -2.82704568e-01]
[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
3.20103965e-01 -1.84029005e-01]]
oet: [-1.64327295 -0.8076537 -0.49110673 0.0946038 -0.77987784 -0.21241252
-0.97519914 -1.37863005 -1.45814271 -0.02349487]
[ 0.48956491 -0.14147061 -0.44307508 -1.17020833 -0.35332174 -0.77049079
-0.32116866 0.29720302 0.60702786 -0.96720505]
X: [ 0. 0. -0.71141425 -1.02228274 0.88607317 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
-0.18501557]
[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
-0.10047163]
...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [-0.40300969 0.20949571 -0.39355563 0.19449491 0.23164923 0.07528301
-0.2431126 -0.32798934 -0.13547323 0.06922087 0.04418628 0.28242866
-0.57303259 0.37170928 -0.24269909 -0.30328284 -0.2995141 -0.57142846
-0.28120503 0.19842622 -0.13624031 -0.1185488 -0.59794146 0.26645314
-0.25135428 0.25618237 -0.14114435 0.29770873 0.01044432 0.62307269]
hidden Outputs: [ 0.40058945 0.55218321 0.40286165 0.54847103 0.55765472 0.51881187
0.43951944 0.41872993 0.4661834 0.51729831 0.51104477 0.57014154
0.36053737 0.59187194 0.43962131 0.42475516 0.42567627 0.36090728
0.43015837 0.54944443 0.46599251 0.47039746 0.3548148 0.56622195
0.43749019 0.5636976 0.46477238 0.5738823 0.50261106 0.65091706]
final inputs: [ 0.48956491 -0.14147061 -0.44307508 -1.17020833 -0.35332174 -0.77049079
-0.32116866 0.29720302 0.60702786 -0.96720505]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
-3.14757484e-01 3.06629473e-01 6.66337986e-02 -1.24901194e-01
1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
5.31215864e-03 3.89928479e-01 -5.13788465e-02 8.09122759e-02
1.23235226e-01 -3.39911891e-01]
[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
-2.21778887e-02 -1.13704449e-01 -1.44673881e-01 -6.68934343e-02
5.41400827e-02 -2.06440861e-01]
[ 1.80754698e-01 -1.67227229e-01 -2.01511894e-01 -2.37467437e-01
5.42917684e-02 -9.64757282e-02 -2.07087232e-01 -9.54662504e-02
-6.39679262e-02 -2.30527369e-01]
[ 6.98439811e-02 -3.96027512e-02 5.50544664e-02 -8.42099498e-02
5.06671409e-02 -6.57498154e-03 1.46776959e-04 1.62967423e-01
1.48622872e-01 -4.08404969e-04]
[ -1.18526698e-01 -2.11865934e-02 3.86446118e-02 -2.57540348e-01
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
-1.57175148e-02 -6.72764242e-02 -2.78739729e-01 -7.60063869e-02
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[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
-2.59177048e-02 1.68154843e-01 9.74755123e-02 5.10318334e-02
-1.81716269e-01 -1.18256246e-01]
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-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
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[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
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7.67878136e-02 -2.82704568e-01]
[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
3.20103965e-01 -1.84029005e-01]]
oet: [-0.65199656 -0.02096104 0.28064343 1.00777667 0.19089009 0.60805914
0.158737 -0.45963468 -0.76945951 0.8047734 ]
[ 0.39609824 -0.152746 -0.47049964 -1.05077516 -0.37487804 -0.79195145
-0.2138129 0.26330574 0.60225969 -0.90168106]
X: [ 1. 0. -0.71141425 0.94734524 -0.45608552 0. 1.
0. 0. 0. 1. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
-0.18501557]
[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
-0.10047163]
...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [-0.343564 -0.48763857 -0.49136261 -0.34023153 0.36879876 0.47065654
0.43375697 -0.12452417 0.10200057 -0.06966748 -0.00621888 -0.51748373
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-0.85648441 -0.00334189 -0.41485881 0.4895828 0.08820329 0.27785551]
hidden Outputs: [ 0.414944 0.38045002 0.37957262 0.41575324 0.59116868 0.61553914
0.60677044 0.46890912 0.52547806 0.48259017 0.49844528 0.37344081
0.28977279 0.49075516 0.51478989 0.49136748 0.48359563 0.42497142
0.48023826 0.56342664 0.51993378 0.36248337 0.44699851 0.42630821
0.29807438 0.49916453 0.39774764 0.62000815 0.52203654 0.5690204 ]
final inputs: [ 0.39609824 -0.152746 -0.47049964 -1.05077516 -0.37487804 -0.79195145
-0.2138129 0.26330574 0.60225969 -0.90168106]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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1.23235226e-01 -3.39911891e-01]
[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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[ -8.71626717e-02 -5.05991280e-01 -7.68703789e-02 -2.30315287e-01
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[ 3.62123824e-01 -5.60426852e-02 1.40785059e-01 -4.46399961e-01
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[ 9.06294031e-02 1.35281748e-01 6.04579554e-02 -1.79971724e-02
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[ -1.74028659e-01 -1.00987848e-01 -1.71408614e-01 9.93417746e-02
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[ 7.24195398e-02 -1.45959041e-01 1.40740471e-02 2.05719263e-02
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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-4.79678263e-02 -3.41016107e-01]
[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
-2.59177048e-02 1.68154843e-01 9.74755123e-02 5.10318334e-02
-1.81716269e-01 -1.18256246e-01]
[ 3.55372603e-01 -2.61958935e-02 1.68178286e-01 -2.94637490e-01
-1.88007578e-01 -1.24044644e-01 4.40033541e-01 -2.52484438e-01
-1.84076996e-01 4.97508203e-03]
[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
1.59137592e-01 -3.04138354e-01]
[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
7.67878136e-02 -2.82704568e-01]
[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
3.20103965e-01 -1.84029005e-01]]
oet: [-1.20907051 -0.66022626 -0.34247263 0.23780289 -0.43809423 -0.02102082
-0.59915937 -1.07627801 -1.41523196 0.08870879]
[ 0.65970448 -0.2328911 -0.47741486 -1.27454883 -0.35135573 -0.83837713
-0.18618524 0.39045648 0.53518525 -1.04828214]
X: [ 1. 0. 0.01564651 -1.07411506 0.76428167 0. 1.
0. 0. 0. 1. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
-0.18501557]
[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
-0.10047163]
...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [-0.32285317 -0.36635042 -0.05766389 0.14362221 -0.15944063 0.70217459
-0.12849397 -0.41031473 -0.13004531 0.25080205 -0.14896862 -0.33537027
-0.29001561 0.251886 -0.30298593 0.17812229 -0.369147 0.57836631
0.13269707 0.34571207 -0.26874815 -0.17793007 -0.35667146 0.44864144
-0.53771357 0.29939477 -0.0300144 0.58290144 -0.08886243 0.23796928]
hidden Outputs: [ 0.41998057 0.40942318 0.48558802 0.53584396 0.46022407 0.66866973
0.46792063 0.39883666 0.46753441 0.5623739 0.46282656 0.41693453
0.42800005 0.56264065 0.42482771 0.54441321 0.40874715 0.64069141
0.53312567 0.58557738 0.43321445 0.45563447 0.41176555 0.61031618
0.36871962 0.57429456 0.49249696 0.64173475 0.477799 0.55921315]
final inputs: [ 0.65970448 -0.2328911 -0.47741486 -1.27454883 -0.35135573 -0.83837713
-0.18618524 0.39045648 0.53518525 -1.04828214]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
-3.14757484e-01 3.06629473e-01 6.66337986e-02 -1.24901194e-01
1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
5.31215864e-03 3.89928479e-01 -5.13788465e-02 8.09122759e-02
1.23235226e-01 -3.39911891e-01]
[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
-2.21778887e-02 -1.13704449e-01 -1.44673881e-01 -6.68934343e-02
5.41400827e-02 -2.06440861e-01]
[ 1.80754698e-01 -1.67227229e-01 -2.01511894e-01 -2.37467437e-01
5.42917684e-02 -9.64757282e-02 -2.07087232e-01 -9.54662504e-02
-6.39679262e-02 -2.30527369e-01]
[ 6.98439811e-02 -3.96027512e-02 5.50544664e-02 -8.42099498e-02
5.06671409e-02 -6.57498154e-03 1.46776959e-04 1.62967423e-01
1.48622872e-01 -4.08404969e-04]
[ -1.18526698e-01 -2.11865934e-02 3.86446118e-02 -2.57540348e-01
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[ -1.64651189e-01 1.30985518e-01 -2.13713159e-01 5.89839086e-02
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[ 7.46854806e-02 2.13456971e-01 -1.15749893e-01 2.02748443e-01
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[ -8.71626717e-02 -5.05991280e-01 -7.68703789e-02 -2.30315287e-01
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
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oet: [-1.66563371 -0.77303813 -0.52851437 0.2686196 -0.65457349 -0.1675521
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-0.18593455 0.23145793 0.56588332 -0.92540226]
X: [ 1. 0. 1.15817056 -0.24479801 -0.69966852 0. 0.
1. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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0. 1. 0. 0. 0. 0. 0. ]
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-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [ 0.77077265 -0.91400487 0.49571281 0.12446876 -0.22299129 0.49775206
0.2374414 0.56303427 0.19770554 -0.03420943 -0.13468749 -0.71848123
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-0.34515021 0.41064597 -0.32782707 0.37859969 -0.0258761 -0.40990315]
hidden Outputs: [ 0.68368801 0.28618102 0.6214513 0.53107708 0.44448204 0.62193091
0.55908303 0.63715432 0.54926601 0.49144848 0.46637894 0.32772751
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0.41455898 0.60124276 0.41876942 0.59353532 0.49353134 0.39893534]
final inputs: [ 0.62006813 -0.13608519 -0.53156513 -1.26516628 -0.38086262 -0.87644747
-0.18593455 0.23145793 0.56588332 -0.92540226]
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
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[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
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[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
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oet: [-0.42966419 0.32648912 0.72196906 1.45557021 0.57126655 1.0668514
0.37633849 -0.04105399 -0.37547939 1.11580619]
[ 0.49323447 -0.18446118 -0.49785362 -1.12909345 -0.41726838 -0.78324665
-0.18443439 0.36933869 0.62402829 -0.98679965]
X: [ 1. 0. -0.29595096 0.74001598 -0.21168512 0. 1.
0. 0. 0. 1. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
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[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
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[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [ 0.09822271 -0.3931327 -0.13426333 -0.21562557 0.13701136 0.72833619
0.22441321 -0.20383802 -0.17051328 0.08576709 0.02009432 -0.44301627
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0.17134452 0.43062848 -0.04205872 -0.57775366 -0.03580047 0.10225292
-0.76753203 0.04415892 -0.28845131 0.45442892 0.09251196 0.49721721]
hidden Outputs: [ 0.52453595 0.4029634 0.4664845 0.4463015 0.53419936 0.67444005
0.55586903 0.44921621 0.45747466 0.52142864 0.50502341 0.39102249
0.30293431 0.5672389 0.51485771 0.50120972 0.45466516 0.57756719
0.54273164 0.60602373 0.48948687 0.35944964 0.49105084 0.52554098
0.31701322 0.51103794 0.42838305 0.61169173 0.52311151 0.62180514]
final inputs: [ 0.49323447 -0.18446118 -0.49785362 -1.12909345 -0.41726838 -0.78324665
-0.18443439 0.36933869 0.62402829 -0.98679965]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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[ 6.98439811e-02 -3.96027512e-02 5.50544664e-02 -8.42099498e-02
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-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
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oet: [-1.4991637 -0.82146805 -0.50807561 0.12316422 -0.58866085 -0.22268258
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[ 0.43536435 -0.30356172 -0.53099361 -1.20254116 -0.39620635 -0.75799625
-0.17824034 0.20676882 0.52168538 -0.89970508]
X: [ 0. 0. -0.81528007 -0.08930106 -1.55384381 0. 0.
0. 1. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
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0. 0. 1. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
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[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
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[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [ 0.26431049 -0.10991833 -0.08649106 -0.32760512 0.57384123 0.14514656
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-0.11008329 0.24736047 -0.62764007 0.78458921 -0.1586522 -0.73938961]
hidden Outputs: [ 0.56569561 0.47254805 0.47839071 0.41882345 0.63964905 0.53622307
0.61587998 0.60393742 0.68233691 0.45610375 0.53259134 0.42406041
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final inputs: [ 0.43536435 -0.30356172 -0.53099361 -1.20254116 -0.39620635 -0.75799625
-0.17824034 0.20676882 0.52168538 -0.89970508]
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[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
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[ 3.55372603e-01 -2.61958935e-02 1.68178286e-01 -2.94637490e-01
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[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
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[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
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oet: [-1.41924135 -0.68031528 -0.4528834 0.21866416 -0.58767065 -0.22588075
-0.80563667 -1.19064583 -1.50556238 -0.08417192]
[ 0.6393387 -0.09428423 -0.61036661 -1.21934802 -0.33656291 -0.95941528
-0.27330559 0.27483587 0.44041091 -0.91079419]
X: [ 1. 0. -0.9191459 -0.50395959 1.61845695 1. 0.
0. 0. 1. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
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[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
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[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [-0.65934058 -0.38722437 -0.38595175 0.2456708 0.52759705 0.18070715
0.18859931 -0.13254519 -0.28167726 0.42138581 -0.58063938 0.51759729
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0.20632007 0.43788325 0.19828978 -0.16463307 0.28512645 0.08174927]
hidden Outputs: [ 0.34088776 0.40438566 0.40469221 0.56111065 0.62892249 0.54505425
0.54701056 0.46691213 0.43004262 0.60381481 0.35878549 0.62658576
0.42613787 0.57240655 0.49436911 0.48804948 0.51558383 0.53790848
0.32537353 0.45133609 0.43979678 0.54901597 0.51658186 0.51199001
0.55139782 0.60775454 0.54941065 0.45893444 0.57080259 0.52042594]
final inputs: [ 0.6393387 -0.09428423 -0.61036661 -1.21934802 -0.33656291 -0.95941528
-0.27330559 0.27483587 0.44041091 -0.91079419]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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5.42917684e-02 -9.64757282e-02 -2.07087232e-01 -9.54662504e-02
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[ 6.98439811e-02 -3.96027512e-02 5.50544664e-02 -8.42099498e-02
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[ -1.18526698e-01 -2.11865934e-02 3.86446118e-02 -2.57540348e-01
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-1.81716269e-01 -1.18256246e-01]
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-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
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oet: [-1.47436319 -0.74074026 -0.22465788 0.38432353 -0.49846158 0.12439079
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[ 0.73355377 -0.17735994 -0.46952708 -1.24261312 -0.32450912 -0.80121369
-0.13407294 0.28286872 0.49946752 -1.0185579 ]
X: [ 0. 0. 1.36590221 -0.5557919 -0.21168512 0. 0.
1. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
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[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [ 0.36422639 -0.57281908 0.61962115 0.03251709 -0.13024346 0.91358807
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-0.16997589 0.03926106 0.20622573 0.41676322 -0.34033314 -0.32928031]
hidden Outputs: [ 0.59006314 0.36058659 0.65013238 0.50812856 0.46748509 0.71373383
0.39561618 0.47616851 0.44868263 0.60160006 0.47029669 0.34426351
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0.45760804 0.509814 0.55137448 0.60270846 0.41572856 0.41841575]
final inputs: [ 0.73355377 -0.17735994 -0.46952708 -1.24261312 -0.32450912 -0.80121369
-0.13407294 0.28286872 0.49946752 -1.0185579 ]
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[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
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oet: [-1.739483 -0.82856928 -0.53640215 0.23668389 -0.68142011 -0.20471553
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[ 0.57493742 -0.12322088 -0.4321358 -1.1772657 -0.28136427 -0.73098415
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X: [ 0. 0. 0.63884145 1.93215924 -0.82146002 0. 0.
1. 0. 0. 0. 1. 0. 0.
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1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 1. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
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[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
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[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [ 0.09891798 -0.17356689 0.51032288 -0.6746462 -0.22038525 0.84668363
-0.16925524 0.11886772 -0.17659897 0.19554082 0.05273466 -0.87510088
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0.51947632 -0.26310655 0.70394065 0.05292346 -0.35569865 -0.58492021]
hidden Outputs: [ 0.52470935 0.45671688 0.62488216 0.33745726 0.44512561 0.699871
0.45778692 0.52968199 0.45596464 0.54873003 0.51318061 0.29419403
0.39814334 0.59964705 0.4273495 0.49497444 0.44311433 0.50993539
0.53951055 0.41869223 0.50265116 0.36497529 0.72070413 0.44647215
0.6270253 0.4346002 0.66906089 0.51322778 0.4120012 0.35780124]
final inputs: [ 0.57493742 -0.12322088 -0.4321358 -1.1772657 -0.28136427 -0.73098415
-0.0037745 0.19841659 0.39826557 -0.99741658]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
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oet: [-1.47611858 -0.77796028 -0.46904536 0.27608454 -0.61981689 -0.17019701
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-0.27175398 0.07628017 0.56220623 -0.80542481]
X: [ 1. 0. -1.43847501 0.63635135 -1.55384381 1. 0.
0. 0. 1. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
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[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [ 0.26960581 -0.14407377 -0.12866233 -0.77303743 0.25368767 0.03295395
0.13998589 0.37737465 0.89231104 0.11033799 -0.50841681 0.68424175
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-0.44349878 0.61276067 -0.47410915 0.38439722 -0.50072869 -0.22282225]
hidden Outputs: [ 0.56699613 0.46404373 0.46787872 0.31582242 0.56308395 0.50823774
0.53493943 0.59323974 0.70936686 0.52755655 0.37556474 0.66468475
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0.3909076 0.64857029 0.38364413 0.59493322 0.37736944 0.44452378]
final inputs: [ 0.34256903 -0.28812636 -0.5146984 -1.12247475 -0.63761151 -0.82576453
-0.27175398 0.07628017 0.56220623 -0.80542481]
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[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
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[ 3.55372603e-01 -2.61958935e-02 1.68178286e-01 -2.94637490e-01
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[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
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[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
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oet: [-1.37055048 -0.73985509 -0.51328306 0.0944933 -0.39036995 -0.20221692
-0.75622747 -1.10426162 -1.59018768 -0.22255664]
[ 0.48880316 -0.18604062 -0.63200643 -1.2440192 -0.22583966 -0.87701949
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X: [ 0. 0. -0.9191459 0.37718977 -0.45608552 0. 0.
0. 1. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
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[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
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[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [-0.35058488 -0.47718129 0.13011455 -0.00808659 0.35997364 0.49630841
0.91807485 0.25783611 0.08966918 -0.55798864 0.41411027 -0.31959256
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0.11691553 0.26454649 -0.21473144 0.55903469 -0.08131393 -0.65785677]
hidden Outputs: [ 0.4132406 0.38291794 0.53248282 0.49797836 0.58903405 0.6215914
0.71464968 0.56410429 0.52240229 0.36401298 0.60207303 0.42077505
0.40686184 0.47611318 0.29607635 0.47851425 0.5904715 0.56405758
0.46146699 0.54320931 0.45273658 0.45491521 0.51506533 0.54303509
0.52919563 0.56575359 0.44652247 0.63622916 0.47968271 0.34122122]
final inputs: [ 0.48880316 -0.18604062 -0.63200643 -1.2440192 -0.22583966 -0.87701949
-0.16963946 0.27727413 0.39372318 -0.89938563]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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[ 7.24195398e-02 -1.45959041e-01 1.40740471e-02 2.05719263e-02
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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-4.79678263e-02 -3.41016107e-01]
[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
-2.59177048e-02 1.68154843e-01 9.74755123e-02 5.10318334e-02
-1.81716269e-01 -1.18256246e-01]
[ 3.55372603e-01 -2.61958935e-02 1.68178286e-01 -2.94637490e-01
-1.88007578e-01 -1.24044644e-01 4.40033541e-01 -2.52484438e-01
-1.84076996e-01 4.97508203e-03]
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[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
7.67878136e-02 -2.82704568e-01]
[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
3.20103965e-01 -1.84029005e-01]]
oet: [-1.51678461 -0.84194083 -0.39597502 0.21603775 -0.80214179 -0.15096196
-0.858342 -1.30525558 -1.42170464 -0.12859582]
[ 0.71251575 -0.09751814 -0.51912152 -1.21054899 -0.16178996 -0.83965233
-0.09392048 0.37268888 0.46437933 -0.89719063]
X: [ 0. 0. -0.81528007 0.16986051 1.61845695 0. 1.
0. 0. 0. 0. 1. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
-0.18501557]
[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
-0.10047163]
...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [ -6.04218429e-01 1.08341798e-01 1.31977096e-01 -1.87140424e-02
1.34706424e-01 5.39576882e-01 2.36102047e-02 1.48787397e-01
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-3.49349623e-01 -4.27519677e-02 2.07342583e-01 -1.38438705e-01
1.36778144e-01 1.28073342e-01]
hidden Outputs: [ 0.35337918 0.52705899 0.53294647 0.49532163 0.53362577 0.63171398
0.50590228 0.53712838 0.37209991 0.56145574 0.4782186 0.49990564
0.60603157 0.58095613 0.4454322 0.41146128 0.60387846 0.58824891
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0.41354014 0.48931364 0.55165074 0.46544549 0.53414133 0.53197464]
final inputs: [ 0.71251575 -0.09751814 -0.51912152 -1.21054899 -0.16178996 -0.83965233
-0.09392048 0.37268888 0.46437933 -0.89719063]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
5.31215864e-03 3.89928479e-01 -5.13788465e-02 8.09122759e-02
1.23235226e-01 -3.39911891e-01]
[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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-1.81716269e-01 -1.18256246e-01]
[ 3.55372603e-01 -2.61958935e-02 1.68178286e-01 -2.94637490e-01
-1.88007578e-01 -1.24044644e-01 4.40033541e-01 -2.52484438e-01
-1.84076996e-01 4.97508203e-03]
[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
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[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
3.20103965e-01 -1.84029005e-01]]
oet: [-1.68536664 -0.87533275 -0.45372938 0.23769809 -0.81106094 -0.13319857
-0.87893041 -1.34553977 -1.43723022 -0.07566026]
[ 0.38807983 -0.2540454 -0.48285128 -1.17669808 -0.38460176 -0.82728887
-0.28947287 0.1456279 0.62444474 -0.97858037]
X: [ 0. 0. -1.75007248 -0.19296569 -0.69966852 1. 0.
0. 0. 1. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
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[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [-0.07904415 0.174326 0.13712038 -0.28894568 0.51888245 -0.08589143
-0.13848636 -0.34835318 0.46823696 -0.25827513 -0.60378911 0.47186011
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-0.59060842 -0.08662226 -0.04869585 -0.29911336 0.17450671 -0.12318988
0.12742987 0.06896126 -0.34688441 0.408548 -0.23424101 0.6674565 ]
hidden Outputs: [ 0.48024924 0.54347147 0.53422648 0.428262 0.62688641 0.47854033
0.46543364 0.41378183 0.61496638 0.43578777 0.35347728 0.61582393
0.46279429 0.56559726 0.50321553 0.43690186 0.59837012 0.34920555
0.35649527 0.47835797 0.48782844 0.42577424 0.5435163 0.46924142
0.53181443 0.51723348 0.41413815 0.60073967 0.44170605 0.66093339]
final inputs: [ 0.38807983 -0.2540454 -0.48285128 -1.17669808 -0.38460176 -0.82728887
-0.28947287 0.1456279 0.62444474 -0.97858037]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
-3.14757484e-01 3.06629473e-01 6.66337986e-02 -1.24901194e-01
1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
5.31215864e-03 3.89928479e-01 -5.13788465e-02 8.09122759e-02
1.23235226e-01 -3.39911891e-01]
[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
-2.21778887e-02 -1.13704449e-01 -1.44673881e-01 -6.68934343e-02
5.41400827e-02 -2.06440861e-01]
[ 1.80754698e-01 -1.67227229e-01 -2.01511894e-01 -2.37467437e-01
5.42917684e-02 -9.64757282e-02 -2.07087232e-01 -9.54662504e-02
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[ 6.98439811e-02 -3.96027512e-02 5.50544664e-02 -8.42099498e-02
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[ -1.00156530e-01 2.92806997e-01 7.00384527e-02 -1.87336352e-01
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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oet: [-1.40503517 -0.76290994 -0.53410406 0.15974274 -0.63235358 -0.18966648
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[ 0.47550482 -0.20486169 -0.69381261 -1.08977259 -0.3813569 -0.8216294
-0.27278583 0.2693051 0.51557123 -0.85838339]
X: [ 0. 0. -1.33460919 0.37718977 0.03189788 1. 0.
0. 0. 0. 1. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
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[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [ 0.09242547 -0.33268297 0.06274613 0.01052448 0.57839041 0.01979793
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-0.27587429 0.10994343 -0.6421117 0.03577416 0.24844243 0.08415321]
hidden Outputs: [ 0.52308993 0.41758796 0.51568139 0.5026311 0.64069695 0.50494932
0.63282055 0.58415232 0.55130523 0.50228312 0.45937311 0.5130997
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final inputs: [ 0.47550482 -0.20486169 -0.69381261 -1.08977259 -0.3813569 -0.8216294
-0.27278583 0.2693051 0.51557123 -0.85838339]
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[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
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oet: [-1.40425126 -0.72388475 -0.23493383 0.16102615 -0.54738954 -0.10711705
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[ 0.48591303 -0.09249677 -0.49162524 -1.15583942 -0.39539281 -0.85236514
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X: [ 1. 0. 0.8465731 1.36200377 -0.82146002 0. 0.
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0. 0. 1. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
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[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
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[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [ 0.06851212 -0.90834725 0.30031821 -0.46253225 -0.10444145 1.02476798
-0.0989376 0.47408902 0.02884149 0.31616109 0.1052887 -0.68775203
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0.26735967 0.02487608 0.15762003 0.40819575 -0.16674855 -0.41428396]
hidden Outputs: [ 0.51712133 0.28733816 0.5745203 0.38638528 0.47391335 0.7359003
0.47528576 0.61635112 0.50720987 0.5783884 0.52629789 0.33453333
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0.46762741 0.55177186 0.57559478 0.40734344 0.52103377 0.44534998
0.56644459 0.5062187 0.53932363 0.60065517 0.45840919 0.39788535]
final inputs: [ 0.48591303 -0.09249677 -0.49162524 -1.15583942 -0.39539281 -0.85236514
-0.16273372 0.15044425 0.46426585 -0.93399237]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
1.59137592e-01 -3.04138354e-01]
[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
3.20103965e-01 -1.84029005e-01]]
oet: [-1.47530309 -0.89689329 -0.49776482 0.16644936 -0.59399725 -0.13702492
-0.82665634 -1.13983431 -1.45365591 -0.05539769]
[ 0.79652591 0.02190018 -0.43308637 -1.29331629 -0.29962119 -0.77349414
-0.17250481 0.26738608 0.47493736 -0.89119725]
X: [ 1. 0. 2.09296297 -0.81495348 0.03189788 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [ 0.37147303 -0.55086823 0.16329723 0.17794815 0.16801353 0.31706379
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0.14350621 0.54916333 0.77608762 0.06320031 -0.14432772 -0.10253579]
hidden Outputs: [ 0.59181487 0.365663 0.54073383 0.54437002 0.54190485 0.57860851
0.32412116 0.44482647 0.35655446 0.70204192 0.47325847 0.37363785
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0.54390102 0.47183955 0.37024299 0.5818603 0.56937349 0.4864525
0.53581511 0.63394146 0.6848363 0.51579482 0.46398057 0.47438849]
final inputs: [ 0.79652591 0.02190018 -0.43308637 -1.29331629 -0.29962119 -0.77349414
-0.17250481 0.26738608 0.47493736 -0.89119725]
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
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[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
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oet: [ 0.16019282 0.93481854 1.3898051 2.25003501 1.25633991 1.73021287
1.12922354 0.68933265 0.48178136 1.84791597]
[ 0.86032446 0.06960914 -0.49118242 -1.05351663 -0.08017572 -0.8326657
0.03837023 0.31939196 0.34477144 -0.98426058]
X: [ 1. 0. 0.95043892 0.84368061 3.69218203 0. 0.
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0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
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0. 0. 1. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
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[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
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[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [-0.83155078 -0.33293468 -0.35159696 0.15781406 -0.16265015 0.69005119
-0.24741074 0.56360265 -1.44566307 1.0234897 -0.01785633 -0.79614429
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0.59410093 -0.5895051 1.00445426 -0.29344318 0.78141972 0.39053095]
hidden Outputs: [ 0.30331727 0.41752674 0.41299522 0.53937184 0.45942687 0.66597831
0.43846091 0.63728571 0.19066992 0.73565179 0.49553604 0.3108509
0.44464486 0.72159336 0.35253587 0.42947344 0.52647914 0.72468158
0.41240944 0.39140133 0.62723545 0.64292022 0.69604408 0.51208336
0.64430554 0.35674842 0.73193344 0.42716113 0.68598601 0.59641051]
final inputs: [ 0.86032446 0.06960914 -0.49118242 -1.05351663 -0.08017572 -0.8326657
0.03837023 0.31939196 0.34477144 -0.98426058]
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1.46436460e-01 2.79260469e-01]
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[ 0.51869859 -0.1893382 -0.49638263 -1.11229033 -0.46903467 -0.85321863
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X: [ 1. 0. -0.60754843 -0.03746875 -0.21168512 1. 0.
0. 0. 1. 0. 0. 0. 0.
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
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[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [-0.20630265 -0.48203372 -0.56222526 -0.13511186 0.20501939 0.07802403
0.12494017 0.159453 0.2178476 0.13368279 -0.59706354 0.12621534
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0.09716818 0.55862338 -0.28568922 0.49973409 -0.2479172 0.05825579]
hidden Outputs: [ 0.44860649 0.38177201 0.36303273 0.46627333 0.55107607 0.51949612
0.53119447 0.539779 0.55424753 0.53337102 0.3550158 0.53151201
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0.30056703 0.47363881 0.47338911 0.42424689 0.35947831 0.45821791
0.52427295 0.63613396 0.42905954 0.62239684 0.43833621 0.51455983]
final inputs: [ 0.51869859 -0.1893382 -0.49638263 -1.11229033 -0.46903467 -0.85321863
-0.30825601 0.12352473 0.55310923 -0.94247062]
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1.46436460e-01 2.79260469e-01]
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oet: [-1.53014087 -0.82210409 -0.51505965 0.10084805 -0.54240761 -0.15822366
-0.70318627 -1.13496701 -1.56455151 -0.06897166]
[ 0.59530793 -0.05400875 -0.51810874 -1.14381237 -0.15236728 -0.86321494
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X: [ 0. 0. -0.5036826 -0.03746875 1.61845695 0. 1.
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[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
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[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [-0.89444309 -0.05904001 -0.22388807 0.46908613 0.24741602 0.45718938
0.31615258 -0.0859287 -0.28220163 0.22480875 0.12712989 -0.59843692
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-0.56537803 -0.22179141 0.22171816 -0.05297451 0.83811251 0.21708489]
hidden Outputs: [ 0.29019378 0.48524428 0.44426062 0.61516743 0.56154039 0.61234721
0.57838632 0.47853103 0.4299141 0.55596668 0.53173974 0.35470138
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0.5045036 0.53026605 0.56708977 0.55746286 0.51899038 0.4973237
0.362304 0.44477833 0.55520358 0.48675947 0.69806754 0.55405909]
final inputs: [ 0.59530793 -0.05400875 -0.51810874 -1.14381237 -0.15236728 -0.86321494
-0.17494343 0.34198998 0.50195305 -0.98382939]
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1.46436460e-01 2.79260469e-01]
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [ 0.36336444 -0.16477937 0.15683398 -0.00641242 0.58922906 0.24324255
0.68052254 0.33828629 0.48010143 -0.23815753 0.30911869 -0.21890488
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-0.0551328 0.35757422 0.2912523 -0.10876039 -0.40614839 -0.10775616
-0.62155965 0.05015168 -0.07767116 0.67606207 -0.07579149 -0.62765065]
hidden Outputs: [ 0.58985463 0.45889812 0.53912833 0.4983969 0.64318824 0.56051257
0.66385531 0.58377418 0.61777182 0.44074045 0.57667013 0.44549127
0.41489078 0.51233069 0.36039022 0.45842232 0.5446495 0.6611997
0.48622029 0.58845309 0.57230269 0.47283667 0.39983602 0.473087
0.34942682 0.51253529 0.48059197 0.66285923 0.48106119 0.34804344]
final inputs: [ 0.54590792 -0.31182632 -0.52723108 -1.17895163 -0.36061497 -0.79375453
-0.06435841 0.20953148 0.50492112 -0.85435096]
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
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oet: [-0.77449625 0.08323799 0.29864275 0.9503633 0.13202664 0.5651662
-0.16422991 -0.4381198 -0.73350944 0.62576264]
[ 0.60855312 -0.1620134 -0.42125904 -1.28675338 -0.40601916 -0.74852794
-0.27058958 0.18420223 0.55476969 -0.9534863 ]
X: [ 0. 0. 1.36590221 -1.54060589 -0.69966852 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 1. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
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[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [ 0.43923718 -0.08597498 0.43040044 0.21325687 0.07779813 0.36157449
-0.87906098 -0.25839725 0.05212203 0.47991319 -0.02188998 -0.03237818
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-0.25113024 0.24548409 0.13414512 0.43685665 -0.4311877 -0.40036643]
hidden Outputs: [ 0.60807725 0.47851948 0.60596928 0.55311308 0.51943973 0.58942152
0.2933724 0.43575774 0.51302756 0.61772737 0.49452772 0.49190616
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0.43818041 0.47454243 0.32449241 0.42961952 0.42755363 0.52580148
0.43754533 0.56106467 0.53348608 0.60750978 0.39384276 0.4012243 ]
final inputs: [ 0.60855312 -0.1620134 -0.42125904 -1.28675338 -0.40601916 -0.74852794
-0.27058958 0.18420223 0.55476969 -0.9534863 ]
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
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oet: [-0.50084503 0.26972149 0.52896714 1.39446148 0.51372725 0.85623603
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[ 0.47381341 -0.20640823 -0.41490739 -1.2200262 -0.24106242 -0.7158501
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[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
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[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
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[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [ 0.25961397 0.28486484 -0.20894326 0.15185634 0.73466033 0.21273146
-0.09395298 -0.30327632 0.08501711 -0.41434064 0.09014179 -0.07966768
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-0.2666942 0.09106268 -0.25581705 0.24930613 -0.07329304 0.34801497]
hidden Outputs: [ 0.5645414 0.5707385 0.4479534 0.5378913 0.67582712 0.5529832
0.47652902 0.42475676 0.52124149 0.39787178 0.5225202 0.48009361
0.51829904 0.45826473 0.49566303 0.42402919 0.56459723 0.40623116
0.45016314 0.46834402 0.54240248 0.45310539 0.58275839 0.48919057
0.43371884 0.52274995 0.43639225 0.56200571 0.48168494 0.58613613]
final inputs: [ 0.47381341 -0.20640823 -0.41490739 -1.2200262 -0.24106242 -0.7158501
-0.15130593 0.2395226 0.62208721 -0.93971358]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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1.23235226e-01 -3.39911891e-01]
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
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-1.81716269e-01 -1.18256246e-01]
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1.59137592e-01 -3.04138354e-01]
[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
7.67878136e-02 -2.82704568e-01]
[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
3.20103965e-01 -1.84029005e-01]]
oet: [-1.20408984 -0.5238682 -0.31536903 0.48974977 -0.48921401 -0.01442633
-0.5789705 -0.96979903 -1.35236364 0.20943716]
[ 0.54358434 -0.19854318 -0.48202989 -1.26620732 -0.32010946 -0.78984598
-0.08539019 0.16431121 0.50921387 -0.90146617]
X: [ 0. 0. 0.63884145 1.31017145 -1.55384381 0. 0.
0. 1. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 1. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [ 0.45048408 -0.53967463 -0.20238986 0.22158563 0.38612745 0.38830205
0.31807199 0.45512697 0.34656036 -0.3974439 0.15277973 -0.79518124
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0.22652083 0.18355907 0.16008556 -0.53024304 0.01148058 -0.3534896
-0.19653972 0.28502252 -0.04158786 0.30664143 -0.1625336 -0.75835521]
hidden Outputs: [ 0.61075432 0.36826327 0.44957454 0.55517085 0.59535012 0.59587389
0.57885431 0.61185752 0.58578323 0.40192663 0.53812081 0.31105724
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0.55638929 0.54576135 0.53993614 0.3704602 0.50287011 0.41253646
0.45102263 0.57077713 0.48960453 0.57606526 0.45945582 0.31900348]
final inputs: [ 0.54358434 -0.19854318 -0.48202989 -1.26620732 -0.32010946 -0.78984598
-0.08539019 0.16431121 0.50921387 -0.90146617]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
5.31215864e-03 3.89928479e-01 -5.13788465e-02 8.09122759e-02
1.23235226e-01 -3.39911891e-01]
[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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5.41400827e-02 -2.06440861e-01]
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
-2.59177048e-02 1.68154843e-01 9.74755123e-02 5.10318334e-02
-1.81716269e-01 -1.18256246e-01]
[ 3.55372603e-01 -2.61958935e-02 1.68178286e-01 -2.94637490e-01
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[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
1.59137592e-01 -3.04138354e-01]
[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
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oet: [-0.52408514 0.21804238 0.50152909 1.28570652 0.33960866 0.80934518
0.10488939 -0.14481202 -0.48971467 0.92096536]
[ 0.44346095 -0.23182177 -0.57455532 -1.16569823 -0.4030652 -0.81021396
-0.28476309 0.15619015 0.47679708 -0.91594908]
X: [ 0. 0. -1.95780412 -0.65945653 0.03189788 1. 0.
0. 0. 1. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 1. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [-0.05660858 0.19886075 0.27309722 -0.22587652 0.22412765 0.00499732
0.1871988 -0.30990851 0.13721764 -0.10885984 -0.35816584 0.60392615
-0.43930074 0.70544336 -0.53771532 -0.17265584 0.58187885 -0.23137181
-0.85825203 -0.1850807 -0.49066936 -0.20864982 0.16732444 -0.06613091
0.48722674 0.02948064 0.02186595 0.31057257 -0.38785617 0.04975068]
hidden Outputs: [ 0.48585163 0.549552 0.56785311 0.44376974 0.55579853 0.50124933
0.54666351 0.42313707 0.53425069 0.47281188 0.41140364 0.64655403
0.3919076 0.66939353 0.36871922 0.45694295 0.64149961 0.44241371
0.29770468 0.45386146 0.3797359 0.44802596 0.54173379 0.4834733
0.61945291 0.50736963 0.50546627 0.57702501 0.40423349 0.51243511]
final inputs: [ 0.44346095 -0.23182177 -0.57455532 -1.16569823 -0.4030652 -0.81021396
-0.28476309 0.15619015 0.47679708 -0.91594908]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
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oet: [-1.40528573 -0.73000301 -0.38726946 0.20387345 -0.55875958 -0.15161082
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-0.26581103 0.30519056 0.50152731 -0.92450972]
X: [ 1. 0. 1.7813655 -0.71128885 -0.45608552 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
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[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
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[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [ 0.3537312 -0.49156161 -0.00599753 0.0370956 0.32161007 0.05849865
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0.34262203 -0.09933342 -0.57070999 0.39194136 0.43134928 0.20170665
0.27645513 0.51294989 0.41347123 0.28597345 -0.00613203 -0.24888106]
hidden Outputs: [ 0.58752209 0.37952576 0.49850062 0.50927284 0.57971659 0.51462049
0.40355343 0.39862494 0.47893181 0.66738122 0.47560174 0.34684262
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0.56867694 0.62549774 0.60191992 0.57101008 0.498467 0.43809893]
final inputs: [ 0.74332471 -0.04307152 -0.48466023 -1.2771174 -0.3048559 -0.82713626
-0.26581103 0.30519056 0.50152731 -0.92450972]
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
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[ 3.55372603e-01 -2.61958935e-02 1.68178286e-01 -2.94637490e-01
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[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
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[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
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oet: [-0.38752909 0.39886714 0.84045584 1.63291302 0.66065151 1.18293187
0.62160664 0.05060505 -0.14573169 1.28030533]
[ 0.65624862 -0.08819798 -0.44605124 -1.42467462 -0.44746666 -0.78447874
-0.22450793 0.20205052 0.56449998 -0.98223395]
X: [ 1. 0. 1.98909715 -1.43694126 -1.55384381 0. 0.
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0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 1. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
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[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
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[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [ 0.72817346 -0.64216792 0.30836194 0.25181306 0.00656767 0.34306284
-0.61087982 -0.39733867 -0.45074105 0.53215928 -0.26467749 -0.24495758
0.40096366 -0.60504611 0.73182042 0.44473545 -0.74846239 -0.2426923
0.35879919 0.0908325 -0.47161777 -0.46590426 -0.1036176 -0.04372171
0.63567182 0.61338344 0.29346236 0.66334083 -0.49414433 -0.21454859]
hidden Outputs: [ 0.67440432 0.34475664 0.57648538 0.56262271 0.50164191 0.58493433
0.35185852 0.40195192 0.38918459 0.62998659 0.43421423 0.439065
0.59891917 0.35319007 0.67520462 0.60938681 0.32115643 0.43962298
0.58874972 0.52269252 0.38423341 0.38558611 0.47411875 0.48907131
0.65377442 0.64871222 0.57284356 0.66001046 0.37891776 0.44656766]
final inputs: [ 0.65624862 -0.08819798 -0.44605124 -1.42467462 -0.44746666 -0.78447874
-0.22450793 0.20205052 0.56449998 -0.98223395]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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5.42917684e-02 -9.64757282e-02 -2.07087232e-01 -9.54662504e-02
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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-1.81716269e-01 -1.18256246e-01]
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
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oet: [ 0.16815676 0.91260336 1.27045662 2.24908 1.27187204 1.60888412
1.04891331 0.62235486 0.2599054 1.80663933]
[ 0.64950726 -0.12516558 -0.45985589 -1.18972593 -0.25962344 -0.78360018
-0.15939899 0.17272943 0.5248671 -0.9183551 ]
X: [ 0. 0. 0.32724398 -0.14113338 0.88607317 0. 0.
0. 1. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
-0.18501557]
[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [-0.0918698 0.07514495 -0.48986152 0.38645439 0.233281 -0.01080676
0.14164947 0.19706924 -0.13547587 0.01589449 0.17042426 -0.09785209
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-0.06989291 0.35669178 0.24170068 0.49546289 0.07198166 -0.1740879 ]
hidden Outputs: [ 0.47704869 0.5187774 0.37992619 0.59542888 0.5580572 0.49729834
0.53535327 0.54910848 0.46618274 0.50397354 0.54250324 0.47555648
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0.41640972 0.49779495 0.5310646 0.54883521 0.43867198 0.48749055
0.48253388 0.58823937 0.56013271 0.6213925 0.51798765 0.45658761]
final inputs: [ 0.64950726 -0.12516558 -0.45985589 -1.18972593 -0.25962344 -0.78360018
-0.15939899 0.17272943 0.5248671 -0.9183551 ]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
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-1.81716269e-01 -1.18256246e-01]
[ 3.55372603e-01 -2.61958935e-02 1.68178286e-01 -2.94637490e-01
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-1.84076996e-01 4.97508203e-03]
[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
1.59137592e-01 -3.04138354e-01]
[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
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oet: [-1.63889732 -0.86422448 -0.52953417 0.20033587 -0.72976662 -0.20578988
-0.82999107 -1.16211949 -1.51425716 -0.07103496]
[ 0.67128824 0.01072353 -0.55936486 -1.24833631 -0.30874876 -0.86046429
-0.16542229 0.18151187 0.43342029 -0.87130503]
X: [ 1. 0. 0.95043892 0.32535746 0.51988127 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [ 0.01344012 -0.6055325 0.3530385 -0.06844971 -0.09182048 0.64680096
-0.21756278 0.11861492 -0.56676133 0.65555217 -0.00681474 0.09480121
-0.05013059 -0.02966272 0.13761633 0.02681189 -0.00285067 -0.10095202
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0.26735079 0.49838196 0.53506562 0.26453715 -0.01185284 0.01528344]
hidden Outputs: [ 0.50335998 0.35307897 0.58735421 0.48289425 0.47706099 0.6562892
0.44582284 0.52961901 0.36198447 0.65826054 0.49829632 0.52368257
0.48746998 0.49258486 0.53434989 0.50670257 0.49928733 0.47478341
0.41346085 0.47253146 0.43741737 0.5698174 0.61286447 0.44573699
0.56644241 0.62207901 0.63066381 0.5657513 0.49703683 0.50382078]
final inputs: [ 0.67128824 0.01072353 -0.55936486 -1.24833631 -0.30874876 -0.86046429
-0.16542229 0.18151187 0.43342029 -0.87130503]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
5.31215864e-03 3.89928479e-01 -5.13788465e-02 8.09122759e-02
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[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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[ 1.80754698e-01 -1.67227229e-01 -2.01511894e-01 -2.37467437e-01
5.42917684e-02 -9.64757282e-02 -2.07087232e-01 -9.54662504e-02
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[ 6.98439811e-02 -3.96027512e-02 5.50544664e-02 -8.42099498e-02
5.06671409e-02 -6.57498154e-03 1.46776959e-04 1.62967423e-01
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[ -1.18526698e-01 -2.11865934e-02 3.86446118e-02 -2.57540348e-01
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-2.59177048e-02 1.68154843e-01 9.74755123e-02 5.10318334e-02
-1.81716269e-01 -1.18256246e-01]
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
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oet: [-1.68824358 -1.02767887 -0.45759048 0.23138097 -0.70820658 -0.15649105
-0.85153305 -1.19846721 -1.45037563 -0.14565031]
[ 0.68663632 -0.14543713 -0.44076607 -1.35386089 -0.35550473 -0.77801516
-0.20819271 0.25633225 0.55338719 -1.03629247]
X: [ 0. 0. 1.67749968 -1.12594737 0.03189788 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [ 0.57673646 0.05368811 0.60403074 0.1278359 -0.08410287 0.4815652
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0.10144231 0.25440472 0.42384403 0.34746344 -0.08371353 -0.05176194]
hidden Outputs: [ 0.64031612 0.5134188 0.64657793 0.53191552 0.47898667 0.61811741
0.30066404 0.42242012 0.47174372 0.58855464 0.44179555 0.48848132
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0.62416764 0.45093636 0.34840216 0.49005135 0.51646258 0.52494009
0.52533885 0.56326035 0.60440273 0.58600233 0.47908383 0.4870624 ]
final inputs: [ 0.68663632 -0.14543713 -0.44076607 -1.35386089 -0.35550473 -0.77801516
-0.20819271 0.25633225 0.55338719 -1.03629247]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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[ 7.24195398e-02 -1.45959041e-01 1.40740471e-02 2.05719263e-02
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
-2.59177048e-02 1.68154843e-01 9.74755123e-02 5.10318334e-02
-1.81716269e-01 -1.18256246e-01]
[ 3.55372603e-01 -2.61958935e-02 1.68178286e-01 -2.94637490e-01
-1.88007578e-01 -1.24044644e-01 4.40033541e-01 -2.52484438e-01
-1.84076996e-01 4.97508203e-03]
[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
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[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
7.67878136e-02 -2.82704568e-01]
[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
3.20103965e-01 -1.84029005e-01]]
oet: [-0.70572852 0.12634494 0.42167388 1.33476869 0.33641253 0.75892296
0.18910052 -0.27542445 -0.57247938 1.01720028]
[ 0.4609384 -0.11436735 -0.4291089 -1.2540501 -0.41646054 -0.79788349
-0.2724176 0.20390923 0.61322439 -0.98389375]
X: [ 1. 0. 0.74270727 0.53268672 -1.55384381 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [ 0.586089 -0.50648759 0.61624806 -0.31104285 0.35237054 0.47737454
-0.08705721 -0.25024713 0.12793219 -0.25015549 -0.02242443 -0.48682021
-0.28124994 -0.25508287 0.55089169 0.17545916 -0.30300252 -0.60322222
-0.32211037 -0.34777538 -0.58055692 -0.46745126 0.05339791 0.17405354
0.07565858 0.31961053 0.04960807 0.29745745 -0.49742894 0.03159768]
hidden Outputs: [ 0.64246728 0.37601728 0.64936475 0.42286021 0.58719231 0.61712772
0.47824943 0.43776267 0.5319395 0.43778523 0.49439413 0.38064293
0.43014736 0.43657283 0.63434245 0.5437526 0.42482366 0.35360685
0.42016152 0.41392199 0.35880446 0.38521967 0.51334631 0.54340387
0.51890563 0.57922933 0.51239948 0.57382085 0.37814507 0.50789876]
final inputs: [ 0.4609384 -0.11436735 -0.4291089 -1.2540501 -0.41646054 -0.79788349
-0.2724176 0.20390923 0.61322439 -0.98389375]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
5.31215864e-03 3.89928479e-01 -5.13788465e-02 8.09122759e-02
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[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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5.42917684e-02 -9.64757282e-02 -2.07087232e-01 -9.54662504e-02
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[ 6.98439811e-02 -3.96027512e-02 5.50544664e-02 -8.42099498e-02
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[ 1.03344196e-01 1.37417022e-01 -1.26828118e-01 2.70367777e-01
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[ -1.00156530e-01 2.92806997e-01 7.00384527e-02 -1.87336352e-01
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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-1.81716269e-01 -1.18256246e-01]
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
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oet: [ 1.4274868 2.00279254 2.3175341 3.1424753 2.30488574 2.68630868
2.1608428 1.68451596 1.2752008 2.87231894]
[ 0.70636578 -0.0751699 -0.47145221 -1.22882408 -0.29362751 -0.69342743
-0.02166126 0.30179341 0.43445907 -0.82532444]
X: [ 1. 0. 0.53497563 0.7918483 0.03189788 0. 1.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 1. 0. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [ 0.18082851 -0.39450282 0.17190671 -0.12963504 -0.09587689 0.36354069
0.01607876 -0.20875217 -0.6434965 0.47438995 -0.13416975 -0.58288295
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-0.13114916 0.30885206 0.51094919 -0.26336492 -0.34489185 -0.11272416]
hidden Outputs: [ 0.54508434 0.40263381 0.54287115 0.46763655 0.47604912 0.58989726
0.5040196 0.44800065 0.34445658 0.61642227 0.46650779 0.3582695
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0.52952173 0.51494658 0.44106511 0.46825113 0.57404966 0.42897368
0.46725963 0.57660504 0.62502896 0.43453672 0.41462168 0.47184876]
final inputs: [ 0.70636578 -0.0751699 -0.47145221 -1.22882408 -0.29362751 -0.69342743
-0.02166126 0.30179341 0.43445907 -0.82532444]
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
-2.59177048e-02 1.68154843e-01 9.74755123e-02 5.10318334e-02
-1.81716269e-01 -1.18256246e-01]
[ 3.55372603e-01 -2.61958935e-02 1.68178286e-01 -2.94637490e-01
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-1.84076996e-01 4.97508203e-03]
[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
1.59137592e-01 -3.04138354e-01]
[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
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oet: [-1.34292025 -0.56138457 -0.16510226 0.5922696 -0.34292696 0.05687296
-0.61489321 -0.93834789 -1.07101355 0.18876996]
[ 0.63197677 -0.10720354 -0.49067345 -1.28888336 -0.41908552 -0.79490438
-0.32149593 0.32072078 0.61664306 -1.01082028]
X: [ 1. 0. 0.74270727 -1.85159979 0.76428167 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [-0.1514943 -0.347248 -0.36710137 0.64074766 0.12450819 0.0240059
-0.28195128 -0.29506697 -0.17092476 0.41493761 0.18975051 -0.02761078
-0.44938442 0.07937326 0.22820567 0.05152014 -0.69593108 -0.11048202
0.14065776 0.34161339 -0.60151766 -0.1967222 -0.6498423 0.1963613
-0.12276784 0.43905022 0.02857785 0.52532741 -0.12152769 0.68936022]
hidden Outputs: [ 0.46219869 0.41404993 0.40924162 0.65492245 0.5310869 0.50600119
0.42997546 0.42676384 0.45737254 0.60227123 0.5472958 0.49309774
0.38950714 0.5198329 0.55680511 0.51287719 0.33271498 0.47240756
0.53510658 0.58458238 0.35399655 0.45097744 0.34302508 0.5489332
0.46934653 0.60803269 0.50714398 0.62839265 0.46965541 0.66582459]
final inputs: [ 0.63197677 -0.10720354 -0.49067345 -1.28888336 -0.41908552 -0.79490438
-0.32149593 0.32072078 0.61664306 -1.01082028]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
-3.14757484e-01 3.06629473e-01 6.66337986e-02 -1.24901194e-01
1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
5.31215864e-03 3.89928479e-01 -5.13788465e-02 8.09122759e-02
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[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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[ 1.80754698e-01 -1.67227229e-01 -2.01511894e-01 -2.37467437e-01
5.42917684e-02 -9.64757282e-02 -2.07087232e-01 -9.54662504e-02
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[ 6.98439811e-02 -3.96027512e-02 5.50544664e-02 -8.42099498e-02
5.06671409e-02 -6.57498154e-03 1.46776959e-04 1.62967423e-01
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[ -1.00156530e-01 2.92806997e-01 7.00384527e-02 -1.87336352e-01
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[ -2.16397204e-01 -2.97930543e-02 -2.12397962e-01 -1.74792874e-01
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[ 3.62123824e-01 -5.60426852e-02 1.40785059e-01 -4.46399961e-01
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[ 3.51500436e-01 -1.89411437e-01 7.50134626e-03 2.64518138e-02
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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-2.59177048e-02 1.68154843e-01 9.74755123e-02 5.10318334e-02
-1.81716269e-01 -1.18256246e-01]
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-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
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7.67878136e-02 -2.82704568e-01]
[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
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oet: [-0.25964199 0.47953832 0.86300824 1.66121815 0.7914203 1.16723917
0.69383072 0.051614 -0.24430828 1.38315506]
[ 0.78446773 0.0103421 -0.53339577 -1.22592495 -0.24415498 -0.81444249
-0.16003367 0.34266794 0.46940479 -0.94249138]
X: [ 1. 0. 1.88523132 -0.81495348 0.76428167 0. 0.
1. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [-0.10933574 -0.68649645 0.45335086 0.54945387 0.18305039 0.42515413
-0.06400563 -0.16411022 -0.71323865 0.79389245 -0.10997485 -1.07932193
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-0.22050738 -0.05175969 0.52164399 -0.10698111 0.08386014 -0.05103667]
hidden Outputs: [ 0.47269326 0.33481291 0.61143564 0.63400888 0.54563524 0.60471593
0.48400405 0.45906428 0.32888361 0.6886665 0.47253396 0.25363436
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0.44509545 0.48706296 0.62753211 0.4732802 0.52095276 0.4872436 ]
final inputs: [ 0.78446773 0.0103421 -0.53339577 -1.22592495 -0.24415498 -0.81444249
-0.16003367 0.34266794 0.46940479 -0.94249138]
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
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-1.81716269e-01 -1.18256246e-01]
[ 3.55372603e-01 -2.61958935e-02 1.68178286e-01 -2.94637490e-01
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[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
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[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
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3.20103965e-01 -1.84029005e-01]]
oet: [ 0.07301599 0.84714162 1.39087949 2.08340867 1.10163869 1.67192621
1.01751739 0.51481577 0.38807893 1.7999751 ]
[ 0.56083611 -0.11563124 -0.62661351 -1.10714348 -0.28295921 -0.83719866
-0.09560698 0.28243485 0.37438134 -0.86229577]
X: [ 1. 0. -0.71141425 1.56933303 1.37405656 1. 0.
0. 0. 0. 1. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [-0.97393257 -0.44660056 -0.05765374 0.01637347 0.43249631 0.44222919
0.5315535 0.23654852 -0.51820978 0.2024374 -0.26182339 -0.02225468
-0.56495235 0.64788243 -0.51357096 -0.37380412 0.7237731 0.69923059
-0.74912926 0.01558479 0.03187379 -0.23010089 0.16031204 -0.3846474
-0.09410326 -0.03557647 0.02385053 -0.34072429 0.06162902 0.07856054]
hidden Outputs: [ 0.27409735 0.39016932 0.48559056 0.50409328 0.60646961 0.60879007
0.62984537 0.55886291 0.37327094 0.55043722 0.43491553 0.49443656
0.36240236 0.65653311 0.37435678 0.40762213 0.67343734 0.66801716
0.32101106 0.50389612 0.50796777 0.44272725 0.5399924 0.40500649
0.47649153 0.49110682 0.50596235 0.41563355 0.51540238 0.51963004]
final inputs: [ 0.56083611 -0.11563124 -0.62661351 -1.10714348 -0.28295921 -0.83719866
-0.09560698 0.28243485 0.37438134 -0.86229577]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
-3.14757484e-01 3.06629473e-01 6.66337986e-02 -1.24901194e-01
1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
5.31215864e-03 3.89928479e-01 -5.13788465e-02 8.09122759e-02
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[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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[ 1.80754698e-01 -1.67227229e-01 -2.01511894e-01 -2.37467437e-01
5.42917684e-02 -9.64757282e-02 -2.07087232e-01 -9.54662504e-02
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[ 6.98439811e-02 -3.96027512e-02 5.50544664e-02 -8.42099498e-02
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-5.20123238e-02 -2.32764773e-01]
[ 7.96326065e-02 1.85173941e-03 1.87840297e-02 -1.59130243e-01
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[ 8.76651514e-02 -1.49359791e-01 -3.04578848e-01 -1.09940266e-01
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[ 1.65894307e-01 -4.34551262e-02 -2.35152194e-01 5.72785858e-02
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
-1.57175148e-02 -6.72764242e-02 -2.78739729e-01 -7.60063869e-02
-4.79678263e-02 -3.41016107e-01]
[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
-2.59177048e-02 1.68154843e-01 9.74755123e-02 5.10318334e-02
-1.81716269e-01 -1.18256246e-01]
[ 3.55372603e-01 -2.61958935e-02 1.68178286e-01 -2.94637490e-01
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[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
1.59137592e-01 -3.04138354e-01]
[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
7.67878136e-02 -2.82704568e-01]
[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
3.20103965e-01 -1.84029005e-01]]
oet: [ -1.18636447e+00 -5.09897125e-01 1.08514476e-03 4.81615123e-01
-3.42569148e-01 2.11670296e-01 -5.29921384e-01 -9.07963215e-01
-9.99909705e-01 2.36767411e-01]
[ 0.69740646 -0.22973259 -0.52720218 -1.31646917 -0.21878708 -0.70851655
-0.13590478 0.31175667 0.45241355 -0.95448447]
X: [ 0. 0. 0.74270727 -0.81495348 1.13047356 0. 0.
0. 1. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
-0.18501557]
[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [-0.06401723 0.48513673 -0.23494174 0.87117475 0.32405545 0.39490957
-0.43514921 -0.15104127 -0.08354958 0.37893935 0.38975404 0.07057232
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-0.47689128 0.19128507 0.1404083 0.09371481 0.16729338 -0.36777617]
hidden Outputs: [ 0.48400116 0.6189601 0.44153325 0.70499008 0.58031228 0.59746402
0.39289742 0.46231131 0.47912475 0.59361726 0.59622349 0.51763576
0.57805225 0.5374438 0.38909782 0.47504732 0.54111194 0.56689426
0.48236521 0.50548809 0.41822899 0.47019987 0.56436826 0.52662373
0.38298647 0.54767599 0.53504452 0.52341157 0.54172607 0.40907849]
final inputs: [ 0.69740646 -0.22973259 -0.52720218 -1.31646917 -0.21878708 -0.70851655
-0.13590478 0.31175667 0.45241355 -0.95448447]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
-3.14757484e-01 3.06629473e-01 6.66337986e-02 -1.24901194e-01
1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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1.23235226e-01 -3.39911891e-01]
[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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5.41400827e-02 -2.06440861e-01]
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[ 9.06294031e-02 1.35281748e-01 6.04579554e-02 -1.79971724e-02
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[ -1.88189931e-01 -1.06748395e-01 3.69113848e-01 4.05738459e-02
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[ 7.24195398e-02 -1.45959041e-01 1.40740471e-02 2.05719263e-02
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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-4.79678263e-02 -3.41016107e-01]
[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
-2.59177048e-02 1.68154843e-01 9.74755123e-02 5.10318334e-02
-1.81716269e-01 -1.18256246e-01]
[ 3.55372603e-01 -2.61958935e-02 1.68178286e-01 -2.94637490e-01
-1.88007578e-01 -1.24044644e-01 4.40033541e-01 -2.52484438e-01
-1.84076996e-01 4.97508203e-03]
[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
1.59137592e-01 -3.04138354e-01]
[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
7.67878136e-02 -2.82704568e-01]
[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
3.20103965e-01 -1.84029005e-01]]
oet: [-0.18724528 0.73989377 1.03736337 1.82663035 0.72894826 1.21867773
0.64606597 0.19840451 0.05774763 1.46464565]
[ 0.47964974 -0.11104593 -0.56756949 -1.24559056 -0.45340691 -0.74943677
-0.30246868 0.34874417 0.59720585 -0.96791681]
X: [ 1. 0. 0.11951233 -0.5557919 0.88607317 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
-0.10047163]
...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [-0.15959528 0.08936167 -0.46491785 0.57651526 0.41971253 0.14734761
0.09425156 -0.48408194 -0.45253424 0.3652719 0.18483083 0.23196465
-0.4990343 0.00146392 0.17618403 -0.24453362 0.12621969 -0.13980475
0.06315607 0.28689052 -0.43913668 -0.74884153 -0.23633587 0.05750896
-0.31097968 0.24170008 0.03748433 0.21249691 0.34702649 0.65808137]
hidden Outputs: [ 0.46018565 0.52232556 0.38581982 0.64026518 0.60341446 0.5367704
0.52354546 0.3812887 0.3887584 0.59031601 0.54607661 0.55773252
0.37776764 0.50036598 0.54393243 0.43916942 0.5315131 0.46510563
0.51578377 0.57123471 0.3919467 0.32107378 0.44118951 0.51437328
0.42287563 0.56013257 0.50936999 0.55292522 0.58589633 0.65882926]
final inputs: [ 0.47964974 -0.11104593 -0.56756949 -1.24559056 -0.45340691 -0.74943677
-0.30246868 0.34874417 0.59720585 -0.96791681]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
-3.14757484e-01 3.06629473e-01 6.66337986e-02 -1.24901194e-01
1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
5.31215864e-03 3.89928479e-01 -5.13788465e-02 8.09122759e-02
1.23235226e-01 -3.39911891e-01]
[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
-2.21778887e-02 -1.13704449e-01 -1.44673881e-01 -6.68934343e-02
5.41400827e-02 -2.06440861e-01]
[ 1.80754698e-01 -1.67227229e-01 -2.01511894e-01 -2.37467437e-01
5.42917684e-02 -9.64757282e-02 -2.07087232e-01 -9.54662504e-02
-6.39679262e-02 -2.30527369e-01]
[ 6.98439811e-02 -3.96027512e-02 5.50544664e-02 -8.42099498e-02
5.06671409e-02 -6.57498154e-03 1.46776959e-04 1.62967423e-01
1.48622872e-01 -4.08404969e-04]
[ -1.18526698e-01 -2.11865934e-02 3.86446118e-02 -2.57540348e-01
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[ -1.64651189e-01 1.30985518e-01 -2.13713159e-01 5.89839086e-02
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[ 7.46854806e-02 2.13456971e-01 -1.15749893e-01 2.02748443e-01
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[ -1.00156530e-01 2.92806997e-01 7.00384527e-02 -1.87336352e-01
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[ -2.16397204e-01 -2.97930543e-02 -2.12397962e-01 -1.74792874e-01
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[ 3.62123824e-01 -5.60426852e-02 1.40785059e-01 -4.46399961e-01
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1.39678131e-01 1.25451343e-02]
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
-1.57175148e-02 -6.72764242e-02 -2.78739729e-01 -7.60063869e-02
-4.79678263e-02 -3.41016107e-01]
[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
-2.59177048e-02 1.68154843e-01 9.74755123e-02 5.10318334e-02
-1.81716269e-01 -1.18256246e-01]
[ 3.55372603e-01 -2.61958935e-02 1.68178286e-01 -2.94637490e-01
-1.88007578e-01 -1.24044644e-01 4.40033541e-01 -2.52484438e-01
-1.84076996e-01 4.97508203e-03]
[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
1.59137592e-01 -3.04138354e-01]
[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
7.67878136e-02 -2.82704568e-01]
[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
3.20103965e-01 -1.84029005e-01]]
oet: [ 0.85746986 1.44816552 1.90468909 2.58271015 1.7905265 2.08655636
1.63958828 0.98837542 0.73991374 2.3050364 ]
[ 0.54415062 -0.10845195 -0.53348334 -1.19265537 -0.49075607 -0.88798675
-0.40427828 0.2360832 0.59179727 -0.95792054]
X: [ 1. 0. -0.81528007 -1.38510895 0.51988127 1. 0.
0. 0. 1. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
-0.18501557]
[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
-0.10047163]
...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [ -1.45623471e-02 -3.93110830e-01 3.24676845e-07 2.12957936e-01
3.30965057e-01 -1.31067528e-01 -5.47297504e-02 1.53422442e-02
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2.61066377e-01 6.35324993e-01 -2.58672607e-01 3.94917483e-01
2.34013534e-01 2.02996499e-01]
hidden Outputs: [ 0.49635948 0.40296866 0.50000008 0.55303919 0.58199417 0.46727995
0.48632098 0.50383549 0.43565685 0.60526843 0.39180179 0.58137404
0.41327825 0.6378381 0.55631123 0.53052358 0.47262772 0.45190195
0.3497422 0.47117566 0.47697107 0.46950766 0.26973628 0.59346034
0.56489841 0.65369591 0.43569004 0.59746592 0.55823786 0.55057557]
final inputs: [ 0.54415062 -0.10845195 -0.53348334 -1.19265537 -0.49075607 -0.88798675
-0.40427828 0.2360832 0.59179727 -0.95792054]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
5.31215864e-03 3.89928479e-01 -5.13788465e-02 8.09122759e-02
1.23235226e-01 -3.39911891e-01]
[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
-2.59177048e-02 1.68154843e-01 9.74755123e-02 5.10318334e-02
-1.81716269e-01 -1.18256246e-01]
[ 3.55372603e-01 -2.61958935e-02 1.68178286e-01 -2.94637490e-01
-1.88007578e-01 -1.24044644e-01 4.40033541e-01 -2.52484438e-01
-1.84076996e-01 4.97508203e-03]
[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
1.59137592e-01 -3.04138354e-01]
[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
7.67878136e-02 -2.82704568e-01]
[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
3.20103965e-01 -1.84029005e-01]]
oet: [-0.6900431 -0.03744054 0.38759085 1.04676288 0.34486358 0.74209426
0.25838579 -0.38197569 -0.73768976 0.81202806]
[ 0.43727963 -0.2532748 -0.46537809 -1.13285014 -0.34710671 -0.64725129
-0.10654512 0.17121958 0.535726 -0.86539363]
X: [ 0. 0. -0.29595096 1.62116534 -0.82146002 0. 0.
0. 1. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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0. 0. 1. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
-0.18501557]
[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
-0.10047163]
...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [ 0.26838445 0.48212702 -0.53353966 -0.18930737 0.70445303 0.36669107
-0.09724704 0.42153202 0.52549079 0.0526869 0.35575193 0.00588153
-0.25761499 0.06896372 -0.21824303 -0.52897678 0.29568065 -0.2093758
-0.25181676 0.31973986 0.35428684 -0.46382963 0.03848062 -0.43422025
-0.33104854 0.01357248 -0.25026807 0.11044097 -0.05967837 -0.24514528]
hidden Outputs: [ 0.56669625 0.61825001 0.3696917 0.45281399 0.66917433 0.59065918
0.47570738 0.60384979 0.6284308 0.51316868 0.58801171 0.50147038
0.43595009 0.5172341 0.44565478 0.37075557 0.57338628 0.44784644
0.43737638 0.57926085 0.58765674 0.38607772 0.50961897 0.39311903
0.41798552 0.50339307 0.43775752 0.52758221 0.48508483 0.43901877]
final inputs: [ 0.43727963 -0.2532748 -0.46537809 -1.13285014 -0.34710671 -0.64725129
-0.10654512 0.17121958 0.535726 -0.86539363]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
-3.14757484e-01 3.06629473e-01 6.66337986e-02 -1.24901194e-01
1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
5.31215864e-03 3.89928479e-01 -5.13788465e-02 8.09122759e-02
1.23235226e-01 -3.39911891e-01]
[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
-2.21778887e-02 -1.13704449e-01 -1.44673881e-01 -6.68934343e-02
5.41400827e-02 -2.06440861e-01]
[ 1.80754698e-01 -1.67227229e-01 -2.01511894e-01 -2.37467437e-01
5.42917684e-02 -9.64757282e-02 -2.07087232e-01 -9.54662504e-02
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[ 6.98439811e-02 -3.96027512e-02 5.50544664e-02 -8.42099498e-02
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[ -1.18526698e-01 -2.11865934e-02 3.86446118e-02 -2.57540348e-01
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[ -8.71626717e-02 -5.05991280e-01 -7.68703789e-02 -2.30315287e-01
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[ 1.03344196e-01 1.37417022e-01 -1.26828118e-01 2.70367777e-01
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[ -1.00156530e-01 2.92806997e-01 7.00384527e-02 -1.87336352e-01
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[ 3.62123824e-01 -5.60426852e-02 1.40785059e-01 -4.46399961e-01
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[ -1.88189931e-01 -1.06748395e-01 3.69113848e-01 4.05738459e-02
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
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oet: [-1.45423497 -0.76368054 -0.55157725 0.1158948 -0.66984863 -0.36970406
-0.91041022 -1.18817492 -1.55268134 -0.15156171]
[ 0.59295337 -0.17841324 -0.53887756 -1.17356163 -0.35054094 -0.85642511
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X: [ 0. 0. 0.32724398 0.27352514 -0.21168512 0. 0.
1. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 1. 0. 0. 0. 0. 0. ]
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[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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...,
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[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [ 0.40987356 -0.41084829 0.31740233 -0.13846042 -0.16861986 0.57308184
0.22199782 0.56356394 0.36304334 0.11867538 -0.10791466 -0.42598282
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hidden Outputs: [ 0.60105756 0.39870873 0.57869105 0.46544009 0.45794463 0.63947399
0.55527264 0.63727677 0.58977694 0.52963407 0.47304749 0.395086
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final inputs: [ 0.59295337 -0.17841324 -0.53887756 -1.17356163 -0.35054094 -0.85642511
-0.17477851 0.15802594 0.49946628 -0.93879453]
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[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
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oet: [-0.92628976 -0.15492315 0.20554117 0.84022524 0.01720455 0.52308872
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[ 0.53138757 -0.19755829 -0.52352665 -1.1807856 -0.55725173 -0.843522
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X: [ 1. 1. -1.33460919 -1.12594737 0.27629827 1. 0.
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[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
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[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [-0.18371888 0.16977536 -0.05030114 0.02316533 0.4900004 -0.13319911
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-0.20263576 0.4031513 0.08047322 0.42128939 -0.09343968 0.48423842]
hidden Outputs: [ 0.45419903 0.54234218 0.48742737 0.50579107 0.62010653 0.46674937
0.47813142 0.4767449 0.58402547 0.69801352 0.39413218 0.72770647
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0.24735441 0.46182698 0.44734812 0.52746274 0.32690015 0.44731052
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final inputs: [ 0.53138757 -0.19755829 -0.52352665 -1.1807856 -0.55725173 -0.843522
-0.32495946 0.11870027 0.56978074 -0.86101667]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
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[ 0.57502895 -0.19836467 -0.7113248 -1.11360574 -0.31200031 -0.98741079
-0.31787841 0.31813948 0.43711869 -0.90130733]
X: [ 0. 0. -1.95780412 -0.65945653 0.27629827 1. 0.
0. 0. 0. 1. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
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[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [-0.44444029 -0.81863033 0.06039868 -0.1563931 -0.09813894 -0.03020613
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0.08248065 0.3677616 -0.79638392 0.52036631 -0.06793755 -0.23754993]
hidden Outputs: [ 0.39068345 0.30605448 0.51509508 0.46098122 0.47548494 0.49244904
0.68985788 0.55315293 0.48167521 0.39681218 0.41854015 0.55882595
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0.52060848 0.59091799 0.31079956 0.62723342 0.48302214 0.44089022]
final inputs: [ 0.57502895 -0.19836467 -0.7113248 -1.11360574 -0.31200031 -0.98741079
-0.31787841 0.31813948 0.43711869 -0.90130733]
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1.46436460e-01 2.79260469e-01]
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oet: [-1.58647123 -0.81307762 -0.30011748 0.10216346 -0.69944198 -0.0240315
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[ 0.60868181 -0.07798103 -0.56784126 -1.13238291 -0.30816604 -0.87798799
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X: [ 1. 0. -1.33460919 -1.12594737 1.86203995 1. 0.
0. 0. 1. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
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[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
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[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [-0.44565402 -0.51204596 -0.30910191 0.38484042 -0.0380043 -0.02977213
0.0492495 -0.31484549 -1.04144836 0.07874283 -0.67062994 0.42261582
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0.62655746 0.07957579 0.15962492 0.09658201 -0.03350958 0.53075435]
hidden Outputs: [ 0.39039456 0.37471403 0.42333397 0.59504002 0.49050007 0.49255752
0.51230989 0.42193245 0.26087063 0.51967554 0.3383558 0.60410902
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0.26415805 0.41643897 0.46928115 0.51154998 0.5553493 0.4991098
0.65170847 0.51988346 0.53982171 0.52412675 0.49162339 0.62965904]
final inputs: [ 0.60868181 -0.07798103 -0.56784126 -1.13238291 -0.30816604 -0.87798799
-0.22754597 0.20729499 0.45367044 -0.8976036 ]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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3.20103965e-01 -1.84029005e-01]]
oet: [-1.15151433 -0.46485149 0.02500874 0.58955038 -0.23466648 0.33515547
-0.31528655 -0.75012751 -0.99650296 0.35477108]
[ 0.69436197 -0.07758622 -0.43794818 -1.1306301 -0.30160768 -0.77064219
-0.01179875 0.15576932 0.44348416 -0.97411073]
X: [ 0. 1. 0.8465731 1.62116534 0.51988127 0. 0.
1. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
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0. 1. 0. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
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[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [-0.3916252 0.09939369 0.07195728 -0.27042354 -0.02204493 0.69349608
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-0.07117049 -0.16812717 0.80703087 0.06872088 0.25640996 -0.01135664]
hidden Outputs: [ 0.40332613 0.52482799 0.51798156 0.43280312 0.49448899 0.66674419
0.41595457 0.61048766 0.47426035 0.74539701 0.5073014 0.41195102
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0.43963855 0.39502008 0.58295199 0.51822497 0.59862208 0.38668007
0.48221488 0.45806694 0.69147644 0.51717346 0.56375358 0.49716087]
final inputs: [ 0.69436197 -0.07758622 -0.43794818 -1.1306301 -0.30160768 -0.77064219
-0.01179875 0.15576932 0.44348416 -0.97411073]
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
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oet: [-1.286812 -0.51486381 -0.15450184 0.53818007 -0.29084234 0.17819216
-0.58065127 -0.74821934 -1.03593419 0.38166071]
[ 0.4309301 -0.24546768 -0.54843673 -1.03006188 -0.39510536 -0.89237026
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X: [ 0. 0. -1.75007248 0.32535746 -0.69966852 1. 0.
0. 0. 0. 1. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
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[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
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[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
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[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [-0.40963507 -0.60937079 -0.33603314 -0.46936121 0.17541784 0.23416269
0.5810122 0.41561536 0.529386 -0.22834412 -0.53051927 -0.06330255
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-0.06377225 0.26197431 -0.85922251 0.5911019 -0.20383549 -0.21453177]
hidden Outputs: [ 0.39899963 0.35220274 0.4167734 0.38476745 0.54374235 0.55827464
0.64130028 0.60243357 0.6293399 0.44316073 0.37039578 0.48417965
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0.29240417 0.53766152 0.53765719 0.44651158 0.34578951 0.44729681
0.48406234 0.56512156 0.29750181 0.64361793 0.44921684 0.44657181]
final inputs: [ 0.4309301 -0.24546768 -0.54843673 -1.03006188 -0.39510536 -0.89237026
-0.2870647 0.1379364 0.53330423 -0.92683918]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [ 0.69887242 -0.39806372 0.31366113 -0.10965666 0.01816934 0.29549906
-0.27123523 0.00282919 -0.48959025 0.75434061 -0.20231495 0.07047641
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0.03442728 0.43604738 0.5949426 0.41823156 -0.22387266 -0.24694146]
hidden Outputs: [ 0.66793772 0.40177764 0.57777865 0.47261327 0.50454221 0.57334186
0.43260387 0.5007073 0.3799901 0.68012376 0.44959308 0.51761181
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0.4330874 0.39569093 0.43587078 0.59367061 0.49527163 0.45985799
0.50860597 0.6073168 0.6444984 0.60306 0.44426442 0.43857645]
final inputs: [ 0.72739563 -0.03075885 -0.43201439 -1.2275321 -0.41222532 -0.81352068
-0.14011567 0.16265751 0.51471742 -0.82656956]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
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oet: [ -7.57513942e-01 6.40540298e-04 4.01896079e-01 1.19741379e+00
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X: [ 0. 0. 0.22337816 -1.229612 1.37405656 0. 0.
0. 1. 1. 0. 0. 0. 0.
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [ 0.12990203 0.21384664 -0.6108983 0.72037218 0.58819713 -0.15569651
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0.08859161 0.27486348 -0.22676583 0.29713488 0.22947698 0.18001294]
hidden Outputs: [ 0.53242992 0.55325885 0.35185431 0.67268897 0.64295138 0.46115431
0.51210762 0.45257186 0.45440919 0.55960473 0.5810957 0.46108094
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final inputs: [ 0.68238704 -0.16259713 -0.54711082 -1.19598521 -0.24141759 -0.74843024
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[ 0.65031278 -0.15262654 -0.41268688 -1.19045991 -0.25353124 -0.79222671
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[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [ 0.30903211 0.15130526 0.08942974 -0.17214912 -0.07066607 0.77473074
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-0.21299744 -0.22566992 0.41135949 0.25940158 0.28378478 0.00661356]
hidden Outputs: [ 0.57664899 0.53775432 0.52234255 0.45706869 0.48234083 0.68454336
0.37499573 0.52780185 0.56293673 0.55014315 0.45073284 0.37467298
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final inputs: [ 0.65031278 -0.15262654 -0.41268688 -1.19045991 -0.25353124 -0.79222671
-0.0731777 0.1882349 0.57148648 -1.08775833]
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oet: [-1.66175506 -0.85881575 -0.59875541 0.17901763 -0.75791105 -0.21921558
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X: [ 0. 0. 1.36590221 -0.40029496 0.51988127 0. 0.
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hidden inputs: [-0.06740295 0.40477694 0.34125144 0.03258381 0.11292081 0.27036426
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0.12235668 0.02951978 0.71504197 0.49414487 0.05056708 -0.17356884]
hidden Outputs: [ 0.48315564 0.59983483 0.58449448 0.50814523 0.52820024 0.56718233
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final inputs: [ 0.68250848 -0.14702892 -0.44141484 -1.25582159 -0.34162899 -0.72918586
-0.16179817 0.19339941 0.47717808 -1.03132119]
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X: [ 0. 0. -0.60754843 -0.45212727 -0.82146002 0. 0.
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[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
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...,
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [-0.16512339 -0.22615697 0.09748685 0.0415713 0.88459087 0.18643286
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hidden Outputs: [ 0.45881269 0.44370051 0.52435243 0.51039133 0.70777266 0.54647368
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0.44636911 0.54133807 0.42211634 0.64167269 0.44848547 0.36012801]
final inputs: [ 0.51908017 -0.23806456 -0.54299498 -1.29503491 -0.29167067 -0.78923878
-0.14604475 0.28646033 0.48145278 -0.87983681]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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1.48622872e-01 -4.08404969e-04]
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[ -8.71626717e-02 -5.05991280e-01 -7.68703789e-02 -2.30315287e-01
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1.16284317e-01 -2.80013716e-02]
[ 3.51500436e-01 -1.89411437e-01 7.50134626e-03 2.64518138e-02
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1.60929920e-01 -2.18471934e-01]
[ 9.06294031e-02 1.35281748e-01 6.04579554e-02 -1.79971724e-02
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[ -1.48606852e-01 1.65915461e-01 1.35733482e-01 -1.96080080e-01
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[ -1.74028659e-01 -1.00987848e-01 -1.71408614e-01 9.93417746e-02
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[ -1.88189931e-01 -1.06748395e-01 3.69113848e-01 4.05738459e-02
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
-1.57175148e-02 -6.72764242e-02 -2.78739729e-01 -7.60063869e-02
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[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
-2.59177048e-02 1.68154843e-01 9.74755123e-02 5.10318334e-02
-1.81716269e-01 -1.18256246e-01]
[ 3.55372603e-01 -2.61958935e-02 1.68178286e-01 -2.94637490e-01
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[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
1.59137592e-01 -3.04138354e-01]
[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
7.67878136e-02 -2.82704568e-01]
[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
3.20103965e-01 -1.84029005e-01]]
oet: [-0.73112933 0.0260154 0.33094583 1.08298575 0.07962151 0.57718962
-0.06600441 -0.49850949 -0.69350194 0.66778765]
[ 0.6639173 -0.05455135 -0.40346999 -1.15798058 -0.32806962 -0.78780386
-0.18565062 0.18579946 0.53555271 -0.88152081]
X: [ 0. 0. 1.26203639 -0.40029496 -0.45608552 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
-0.18501557]
[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
-0.10047163]
...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [ 0.35261999 -0.0549667 0.12475806 0.1739618 0.3474352 0.18173471
-0.42365836 -0.22541178 -0.14110623 0.54850909 -0.07328826 -0.26424582
-0.13540932 -0.44666734 0.61611709 0.16936969 -0.59190348 -0.29369546
-0.19085753 -0.47423542 -0.29901259 0.21037864 0.3403403 -0.19831129
-0.32062457 -0.08671972 0.61966529 -0.01069346 -0.03524672 -0.3545377 ]
hidden Outputs: [ 0.58725277 0.48626178 0.53114912 0.5433811 0.58599548 0.54530904
0.39564167 0.44388446 0.46478186 0.63378962 0.48168613 0.43432028
0.4661993 0.39015343 0.64933493 0.54224149 0.35619823 0.4270994
0.45242993 0.38361427 0.42579888 0.55240153 0.58427318 0.45058402
0.42052354 0.47833365 0.65014242 0.49732666 0.49118923 0.41228247]
final inputs: [ 0.6639173 -0.05455135 -0.40346999 -1.15798058 -0.32806962 -0.78780386
-0.18565062 0.18579946 0.53555271 -0.88152081]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
-3.14757484e-01 3.06629473e-01 6.66337986e-02 -1.24901194e-01
1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
5.31215864e-03 3.89928479e-01 -5.13788465e-02 8.09122759e-02
1.23235226e-01 -3.39911891e-01]
[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
-2.21778887e-02 -1.13704449e-01 -1.44673881e-01 -6.68934343e-02
5.41400827e-02 -2.06440861e-01]
[ 1.80754698e-01 -1.67227229e-01 -2.01511894e-01 -2.37467437e-01
5.42917684e-02 -9.64757282e-02 -2.07087232e-01 -9.54662504e-02
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[ 6.98439811e-02 -3.96027512e-02 5.50544664e-02 -8.42099498e-02
5.06671409e-02 -6.57498154e-03 1.46776959e-04 1.62967423e-01
1.48622872e-01 -4.08404969e-04]
[ -1.18526698e-01 -2.11865934e-02 3.86446118e-02 -2.57540348e-01
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[ -1.64651189e-01 1.30985518e-01 -2.13713159e-01 5.89839086e-02
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[ 7.46854806e-02 2.13456971e-01 -1.15749893e-01 2.02748443e-01
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[ -8.71626717e-02 -5.05991280e-01 -7.68703789e-02 -2.30315287e-01
-1.83689292e-01 -2.20596339e-01 -1.49432357e-01 -2.13717066e-01
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[ 1.03344196e-01 1.37417022e-01 -1.26828118e-01 2.70367777e-01
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-1.24182961e-01 1.34173303e-01]
[ -1.00156530e-01 2.92806997e-01 7.00384527e-02 -1.87336352e-01
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[ 3.62123824e-01 -5.60426852e-02 1.40785059e-01 -4.46399961e-01
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1.16284317e-01 -2.80013716e-02]
[ 3.51500436e-01 -1.89411437e-01 7.50134626e-03 2.64518138e-02
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[ 9.06294031e-02 1.35281748e-01 6.04579554e-02 -1.79971724e-02
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[ -1.48606852e-01 1.65915461e-01 1.35733482e-01 -1.96080080e-01
-8.53953312e-02 -1.90425917e-01 -1.67512378e-01 4.63613061e-02
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[ -1.74028659e-01 -1.00987848e-01 -1.71408614e-01 9.93417746e-02
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[ 8.76651514e-02 -1.49359791e-01 -3.04578848e-01 -1.09940266e-01
4.10875597e-04 -2.18313770e-02 -8.60521319e-02 1.32606578e-01
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[ -1.88189931e-01 -1.06748395e-01 3.69113848e-01 4.05738459e-02
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[ 7.24195398e-02 -1.45959041e-01 1.40740471e-02 2.05719263e-02
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3.30237766e-02 -1.72274701e-01]
[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
-1.57175148e-02 -6.72764242e-02 -2.78739729e-01 -7.60063869e-02
-4.79678263e-02 -3.41016107e-01]
[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
-2.59177048e-02 1.68154843e-01 9.74755123e-02 5.10318334e-02
-1.81716269e-01 -1.18256246e-01]
[ 3.55372603e-01 -2.61958935e-02 1.68178286e-01 -2.94637490e-01
-1.88007578e-01 -1.24044644e-01 4.40033541e-01 -2.52484438e-01
-1.84076996e-01 4.97508203e-03]
[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
1.59137592e-01 -3.04138354e-01]
[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
7.67878136e-02 -2.82704568e-01]
[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
3.20103965e-01 -1.84029005e-01]]
oet: [-0.80980979 -0.09134113 0.25757751 1.0120881 0.18217713 0.64191137
0.03975814 -0.33169195 -0.6814452 0.73562833]
[ 0.58889861 -0.15024697 -0.62946818 -1.16078077 -0.44383091 -0.87209945
-0.33286778 0.318342 0.52307668 -0.94182103]
X: [ 1. 0. -0.71141425 -1.17777969 0.51988127 1. 0.
0. 0. 0. 1. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
-0.18501557]
[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
-0.10047163]
...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [-0.28571458 -0.68270428 0.13344428 0.16584218 0.16276448 -0.06690569
0.44140667 0.08692095 -0.30515127 0.3515637 -0.51574153 -0.0683018
-0.44145439 0.5019632 -0.08328792 0.02846024 -0.00757601 0.5262272
-0.52435473 0.4612119 -0.33865213 -0.1113906 -0.90174781 0.20600138
0.10664653 0.47889197 -0.56885668 0.37197987 -0.10104991 0.19063062]
hidden Outputs: [ 0.42905333 0.335658 0.53331165 0.54136578 0.54060152 0.48327981
0.60859416 0.52171657 0.4242987 0.58699672 0.37384854 0.48293119
0.39139447 0.62292058 0.47919005 0.50711458 0.49810601 0.62860274
0.37183452 0.61330163 0.41613693 0.47218111 0.28869145 0.55131899
0.52663639 0.6174862 0.36150068 0.5919373 0.474759 0.54751386]
final inputs: [ 0.58889861 -0.15024697 -0.62946818 -1.16078077 -0.44383091 -0.87209945
-0.33286778 0.318342 0.52307668 -0.94182103]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
-3.14757484e-01 3.06629473e-01 6.66337986e-02 -1.24901194e-01
1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
5.31215864e-03 3.89928479e-01 -5.13788465e-02 8.09122759e-02
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[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
3.20103965e-01 -1.84029005e-01]]
oet: [-0.67966054 0.05948504 0.53870626 1.07001884 0.35306899 0.78133752
0.24210585 -0.40910392 -0.6138386 0.85105911]
[ 0.53715377 -0.1649786 -0.47843959 -1.17537353 -0.36081685 -0.72883658
-0.14782365 0.18251571 0.47470449 -0.84081681]
X: [ 1. 0. 0.11951233 0.74001598 -0.82146002 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [ 0.19969209 -0.26025751 -0.33821326 -0.48348844 0.05223985 0.21638459
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-0.08463151 0.34941065 0.04490697 0.31691328 -0.31150387 -0.22417041]
hidden Outputs: [ 0.54975778 0.43530041 0.41624356 0.38142872 0.51305699 0.55388606
0.48695107 0.53105713 0.54659175 0.48082844 0.47701744 0.43271621
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0.50720635 0.47941954 0.38175813 0.40348304 0.51758146 0.42819745
0.47885474 0.58647466 0.51122486 0.57857181 0.4227477 0.44419091]
final inputs: [ 0.53715377 -0.1649786 -0.47843959 -1.17537353 -0.36081685 -0.72883658
-0.14782365 0.18251571 0.47470449 -0.84081681]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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[ 7.24195398e-02 -1.45959041e-01 1.40740471e-02 2.05719263e-02
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
-2.59177048e-02 1.68154843e-01 9.74755123e-02 5.10318334e-02
-1.81716269e-01 -1.18256246e-01]
[ 3.55372603e-01 -2.61958935e-02 1.68178286e-01 -2.94637490e-01
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[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
1.59137592e-01 -3.04138354e-01]
[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
7.67878136e-02 -2.82704568e-01]
[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
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oet: [-1.51551771 -0.81338535 -0.49992436 0.19700959 -0.6175471 -0.24952736
-0.8305403 -1.16087965 -1.45306844 -0.13754714]
[ 0.52730759 -0.17772787 -0.34140693 -1.29176014 -0.35986445 -0.71050909
-0.18444104 0.22135143 0.64032669 -0.90832604]
X: [ 0. 0. 0.4311098 -0.34846264 -1.55384381 0. 0.
0. 1. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
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[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [ 0.68440675 0.17521308 0.02627367 0.33077863 0.65309215 0.19582834
-0.4217161 -0.27256191 -0.0136121 0.06488127 0.15875274 -0.21527295
0.28798907 -0.45994058 0.40095564 0.19797802 -0.15367132 -0.50135809
0.23600641 -0.13882967 0.23027697 -0.33067693 -0.24583002 0.06043254
-0.34396796 0.26828529 0.00220419 0.42507724 -0.11956786 -0.26581806]
hidden Outputs: [ 0.66472153 0.54369155 0.50656804 0.58194882 0.65770693 0.54880123
0.39610618 0.43227826 0.49659703 0.51621463 0.53960504 0.44638864
0.57150375 0.38699992 0.59891724 0.54933347 0.4616576 0.37722157
0.55872926 0.46534822 0.55731619 0.41807592 0.43885014 0.51510354
0.41484594 0.5666719 0.50055105 0.60469755 0.4701436 0.43393404]
final inputs: [ 0.52730759 -0.17772787 -0.34140693 -1.29176014 -0.35986445 -0.71050909
-0.18444104 0.22135143 0.64032669 -0.90832604]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
5.31215864e-03 3.89928479e-01 -5.13788465e-02 8.09122759e-02
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[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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5.41400827e-02 -2.06440861e-01]
[ 1.80754698e-01 -1.67227229e-01 -2.01511894e-01 -2.37467437e-01
5.42917684e-02 -9.64757282e-02 -2.07087232e-01 -9.54662504e-02
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[ 6.98439811e-02 -3.96027512e-02 5.50544664e-02 -8.42099498e-02
5.06671409e-02 -6.57498154e-03 1.46776959e-04 1.62967423e-01
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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-2.59177048e-02 1.68154843e-01 9.74755123e-02 5.10318334e-02
-1.81716269e-01 -1.18256246e-01]
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
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oet: [ 0.61685504 1.3218905 1.48556956 2.43592277 1.50402708 1.85467172
1.32860367 0.92281119 0.50383594 2.05248867]
[ 0.51388458 -0.11324038 -0.57271399 -1.05268417 -0.23771303 -0.77203569
-0.16075755 0.27395781 0.5019656 -0.98130848]
X: [ 0. 0. -0.08821931 1.31017145 1.13047356 0. 1.
0. 0. 0. 1. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [-0.53214348 -0.3126595 -0.2065217 0.34058536 -0.11898054 0.66099911
0.57454902 0.23857893 -0.2734538 0.0056189 0.08766321 -0.73376723
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-0.4308405 -0.2886627 -0.3086303 0.13955191 0.30419251 0.39387986]
hidden Outputs: [ 0.37001709 0.42246572 0.4485523 0.58433271 0.47028991 0.65948479
0.63981217 0.55936342 0.43205939 0.50140472 0.52190178 0.32436858
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0.41475084 0.5694623 0.51557494 0.45515707 0.48408522 0.40775923
0.39392565 0.42833129 0.4234491 0.53483147 0.57546709 0.59721635]
final inputs: [ 0.51388458 -0.11324038 -0.57271399 -1.05268417 -0.23771303 -0.77203569
-0.16075755 0.27395781 0.5019656 -0.98130848]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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1.23235226e-01 -3.39911891e-01]
[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
-2.59177048e-02 1.68154843e-01 9.74755123e-02 5.10318334e-02
-1.81716269e-01 -1.18256246e-01]
[ 3.55372603e-01 -2.61958935e-02 1.68178286e-01 -2.94637490e-01
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-1.84076996e-01 4.97508203e-03]
[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
1.59137592e-01 -3.04138354e-01]
[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
7.67878136e-02 -2.82704568e-01]
[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
3.20103965e-01 -1.84029005e-01]]
oet: [-1.34890907 -0.72178411 -0.2623105 0.21765968 -0.59731146 -0.0629888
-0.67426694 -1.1089823 -1.33699009 0.14628398]
[ 0.55983464 -0.11044898 -0.38154618 -1.13231653 -0.25976824 -0.70975277
-0.05531309 0.20099502 0.49089227 -0.80942932]
X: [ 0. 0. 0.4311098 1.31017145 -0.45608552 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 0. 0. 1. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [ 0.27321999 0.18393693 -0.33278968 -0.02929125 0.17582732 0.34561841
0.07840758 -0.37162741 -0.02098855 -0.15927435 -0.19611795 -0.38721943
-0.37598482 -0.19394067 0.41236886 -0.23105175 0.09066824 -0.46594725
0.32745074 -0.46439188 0.00740503 0.05758807 0.73399883 -0.67992577
-0.30965564 -0.22433447 0.66379539 -0.54410804 -0.24066937 -0.17193076]
hidden Outputs: [ 0.56788324 0.54585502 0.41756201 0.49267771 0.54384394 0.58555465
0.51959186 0.40814784 0.49475306 0.46026538 0.45112706 0.40438685
0.40709567 0.45166624 0.60165575 0.44249267 0.52265154 0.38557592
0.58113897 0.38594447 0.50185125 0.51439304 0.67568217 0.33627787
0.4231988 0.44415041 0.66011245 0.36723247 0.4401214 0.45712288]
final inputs: [ 0.55983464 -0.11044898 -0.38154618 -1.13231653 -0.25976824 -0.70975277
-0.05531309 0.20099502 0.49089227 -0.80942932]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
5.31215864e-03 3.89928479e-01 -5.13788465e-02 8.09122759e-02
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[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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5.41400827e-02 -2.06440861e-01]
[ 1.80754698e-01 -1.67227229e-01 -2.01511894e-01 -2.37467437e-01
5.42917684e-02 -9.64757282e-02 -2.07087232e-01 -9.54662504e-02
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[ 6.98439811e-02 -3.96027512e-02 5.50544664e-02 -8.42099498e-02
5.06671409e-02 -6.57498154e-03 1.46776959e-04 1.62967423e-01
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[ -1.18526698e-01 -2.11865934e-02 3.86446118e-02 -2.57540348e-01
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[ -1.64651189e-01 1.30985518e-01 -2.13713159e-01 5.89839086e-02
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[ 7.46854806e-02 2.13456971e-01 -1.15749893e-01 2.02748443e-01
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[ -8.71626717e-02 -5.05991280e-01 -7.68703789e-02 -2.30315287e-01
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-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
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[ 0.55502892 -0.05137839 -0.31724469 -1.13429376 -0.18089631 -0.71976916
0.00202316 0.33237205 0.52694629 -0.818235 ]
X: [ 1. 0. -0.19208513 1.62116534 -0.45608552 0. 1.
0. 0. 0. 0. 1. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 1. ]
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-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [-0.39957723 -0.30220894 -0.12562678 -0.37785264 0.23346846 0.59490861
-0.48695017 0.12557714 -0.75811061 -0.18248704 0.06800196 -0.77321886
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-0.4794337 -0.2844865 0.21659671 -0.38862483 -0.4425338 0.32321758]
hidden Outputs: [ 0.40141392 0.42501758 0.46863455 0.40664492 0.55810343 0.64449061
0.38061229 0.53135309 0.31905661 0.45450443 0.51699394 0.31578321
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0.38238586 0.4293542 0.55393847 0.40404839 0.39113738 0.5801082 ]
final inputs: [ 0.55502892 -0.05137839 -0.31724469 -1.13429376 -0.18089631 -0.71976916
0.00202316 0.33237205 0.52694629 -0.818235 ]
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[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
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[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
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[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
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oet: [-0.86631309 -0.25990577 0.00596052 0.82300959 -0.13038786 0.40848499
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[ 0.57144193 -0.11114553 -0.52423618 -1.18431781 -0.44103194 -0.77514725
-0.36934618 0.40998997 0.60742053 -0.92580575]
X: [ 1. 0. 0.74270727 -0.97045042 0.76428167 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
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[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
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[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [ 0.12111064 -0.18527049 -0.53030057 0.45237352 0.35789426 -0.21512468
0.01016204 -0.66234275 -0.26079214 0.35445259 0.12605721 -0.22490046
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0.29684584 0.07210305 -0.70380709 -0.24834735 -0.12945681 0.54953751
-0.41095713 0.38745285 -0.00599214 0.37353276 0.16983667 0.6356641 ]
hidden Outputs: [ 0.53024071 0.45381441 0.37044679 0.61120341 0.5885306 0.44642529
0.50254049 0.34021354 0.43516899 0.5876969 0.53147264 0.44401068
0.34695672 0.4834238 0.58808397 0.53653781 0.52154927 0.43252928
0.57367127 0.51801796 0.33096869 0.43823031 0.46768092 0.63402828
0.39868264 0.59566938 0.49850197 0.59231234 0.5423574 0.65377267]
final inputs: [ 0.57144193 -0.11114553 -0.52423618 -1.18431781 -0.44103194 -0.77514725
-0.36934618 0.40998997 0.60742053 -0.92580575]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
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oet: [ 1.88482804 2.5674155 2.98050615 3.64058778 2.89730191 3.23141722
2.82561615 2.04628 1.84884944 3.38207572]
[ 0.47672932 -0.25634857 -0.41772425 -1.18190803 -0.35446441 -0.73529384
-0.05511527 0.30306731 0.576705 -0.88564988]
X: [ 0. 0. -0.29595096 1.62116534 -1.55384381 0. 0.
0. 1. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
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[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
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hidden inputs: [ 0.13895894 0.06058674 0.20092846 -0.53547146 0.67151773 0.0153209
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-0.53845841 0.13247885 -0.17486129 0.17980288 -0.13214868 -0.47379979]
hidden Outputs: [ 0.53468394 0.51514205 0.5500638 0.36924166 0.66184292 0.50383015
0.49435516 0.57757016 0.59798415 0.47436102 0.6384104 0.42459812
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0.5793617 0.62937636 0.69023664 0.36630188 0.46100047 0.5673385
0.36854627 0.53307136 0.45639573 0.54483001 0.46701082 0.38371728]
final inputs: [ 0.47672932 -0.25634857 -0.41772425 -1.18190803 -0.35446441 -0.73529384
-0.05511527 0.30306731 0.576705 -0.88564988]
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
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-1.81716269e-01 -1.18256246e-01]
[ 3.55372603e-01 -2.61958935e-02 1.68178286e-01 -2.94637490e-01
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[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
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[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
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oet: [-1.33380603 -0.60072814 -0.43935246 0.32483132 -0.50261231 -0.12178288
-0.80196145 -1.16014402 -1.43378172 0.02857316]
[ 0.61070698 -0.2115469 -0.53197233 -1.26438546 -0.22676806 -0.7460293
-0.23955143 0.31896343 0.55183688 -0.90423528]
X: [ 0. 0. -0.39981678 -0.45212727 -0.21168512 0. 0.
0. 1. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 1. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
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[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
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[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
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[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [ 1.74145508e-01 4.22635391e-01 -4.66437133e-01 5.53714132e-01
8.33163745e-01 -9.21592003e-02 9.11905685e-03 -1.09551786e-01
4.15999122e-01 1.91348723e-02 2.39495687e-01 -4.55417078e-02
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-6.12403699e-01 4.90536097e-01 -2.85528869e-01 3.06925247e-04
3.91454968e-01 -3.55162711e-01]
hidden Outputs: [ 0.54342668 0.6041137 0.38545987 0.63499687 0.69702347 0.47697649
0.50227975 0.47263941 0.60252548 0.50478357 0.55958937 0.48861654
0.53287778 0.43836447 0.490923 0.48500146 0.47334658 0.4528863
0.51162602 0.56083541 0.45585806 0.53416114 0.50068255 0.51807553
0.35151108 0.62023271 0.42909882 0.50007673 0.5966329 0.41213104]
final inputs: [ 0.61070698 -0.2115469 -0.53197233 -1.26438546 -0.22676806 -0.7460293
-0.23955143 0.31896343 0.55183688 -0.90423528]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
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1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
5.31215864e-03 3.89928479e-01 -5.13788465e-02 8.09122759e-02
1.23235226e-01 -3.39911891e-01]
[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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5.41400827e-02 -2.06440861e-01]
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[ 6.98439811e-02 -3.96027512e-02 5.50544664e-02 -8.42099498e-02
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[ -8.71626717e-02 -5.05991280e-01 -7.68703789e-02 -2.30315287e-01
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[ -1.48606852e-01 1.65915461e-01 1.35733482e-01 -1.96080080e-01
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[ -1.74028659e-01 -1.00987848e-01 -1.71408614e-01 9.93417746e-02
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
-2.59177048e-02 1.68154843e-01 9.74755123e-02 5.10318334e-02
-1.81716269e-01 -1.18256246e-01]
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[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
1.59137592e-01 -3.04138354e-01]
[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
7.67878136e-02 -2.82704568e-01]
[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
3.20103965e-01 -1.84029005e-01]]
oet: [-1.03225227 -0.20999839 0.11042704 0.84284017 -0.19477723 0.32448401
-0.18199386 -0.74050872 -0.97338217 0.48268999]
[ 0.64357885 -0.10321872 -0.4841561 -1.17607766 -0.2889593 -0.72671206
-0.17300702 0.29226902 0.55383363 -1.00942307]
X: [ 0. 0. 0.95043892 -0.08930106 1.37405656 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
-0.18501557]
[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [-0.37788336 0.05940682 -0.59592935 0.41692982 0.19478717 0.23877331
0.1034841 -0.30316896 -0.41968108 0.39337247 0.08736188 -0.21790904
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-0.09914061 -0.08033905 0.30285136 0.27934059 0.0778611 0.4753963 ]
hidden Outputs: [ 0.40663751 0.51484734 0.35527554 0.60274835 0.5485434 0.55941133
0.52584796 0.42478299 0.39659307 0.59709429 0.52182659 0.44573729
0.41100522 0.60589324 0.47065228 0.39114984 0.38990425 0.47265827
0.49421618 0.52279368 0.40401632 0.43915195 0.4899573 0.44866641
0.47523513 0.47992603 0.57513941 0.56938455 0.51945545 0.61666019]
final inputs: [ 0.64357885 -0.10321872 -0.4841561 -1.17607766 -0.2889593 -0.72671206
-0.17300702 0.29226902 0.55383363 -1.00942307]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
-3.14757484e-01 3.06629473e-01 6.66337986e-02 -1.24901194e-01
1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
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1.23235226e-01 -3.39911891e-01]
[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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[ 9.06294031e-02 1.35281748e-01 6.04579554e-02 -1.79971724e-02
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[ 7.24195398e-02 -1.45959041e-01 1.40740471e-02 2.05719263e-02
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
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[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
-2.59177048e-02 1.68154843e-01 9.74755123e-02 5.10318334e-02
-1.81716269e-01 -1.18256246e-01]
[ 3.55372603e-01 -2.61958935e-02 1.68178286e-01 -2.94637490e-01
-1.88007578e-01 -1.24044644e-01 4.40033541e-01 -2.52484438e-01
-1.84076996e-01 4.97508203e-03]
[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
1.59137592e-01 -3.04138354e-01]
[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
7.67878136e-02 -2.82704568e-01]
[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
3.20103965e-01 -1.84029005e-01]]
oet: [ 1.18420273 1.9310003 2.31193768 3.00385924 2.11674088 2.55449364
2.0007886 1.53551255 1.27394795 2.83720465]
[ 0.53283874 -0.19989312 -0.5062839 -1.13021635 -0.28104492 -0.72225403
-0.06742065 0.29163543 0.52998411 -0.77955046]
X: [ 0. 0. -0.5036826 0.68818367 -0.21168512 0. 0.
0. 1. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0. ]
[[ 0.0014429 -0.08327259 0.20818313 ..., -0.05082076 -0.22766944
-0.15462141]
[-0.24628201 0.18137629 -0.12483763 ..., -0.1547093 0.09919831
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[-0.03307887 -0.17257512 0.01883953 ..., 0.09749623 -0.10422927
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...,
[-0.04464074 0.04971602 -0.04391416 ..., 0.1211478 -0.16132636
0.05210709]
[-0.04275144 -0.03038218 -0.11973508 ..., -0.12883261 0.22217583
-0.06598719]
[ 0.07779684 0.07947611 -0.08149501 ..., -0.11076836 -0.09252309
0.18606715]]
hidden inputs: [ 0.22581242 -0.06282816 -0.11222267 -0.174112 0.69682166 0.47661849
0.68933963 0.15260759 0.04045893 0.1024461 0.3446909 -0.24830595
0.09591946 -0.13797097 -0.43438791 -0.13915742 0.31704466 0.49277267
-0.32760094 0.33956974 0.05899955 -0.04562773 -0.14807426 -0.24920851
-0.71152804 -0.12929292 -0.39655942 0.28123782 -0.17861608 -0.33276719]
hidden Outputs: [ 0.55621444 0.48429812 0.47197374 0.45658163 0.66748272 0.61694906
0.66582001 0.53807803 0.51011335 0.52558915 0.58532955 0.43824051
0.5239615 0.46556187 0.39307903 0.46526668 0.57860384 0.62075939
0.41882447 0.584086 0.51474561 0.48859505 0.46304893 0.43801832
0.32926129 0.46772172 0.40213926 0.56984967 0.45546432 0.41756748]
final inputs: [ 0.53283874 -0.19989312 -0.5062839 -1.13021635 -0.28104492 -0.72225403
-0.06742065 0.29163543 0.52998411 -0.77955046]
[[ -3.56596251e-02 -1.25984281e-01 2.26544968e-02 1.10150510e-01
-3.14757484e-01 3.06629473e-01 6.66337986e-02 -1.24901194e-01
1.46436460e-01 2.79260469e-01]
[ -1.60111102e-01 -2.45820909e-02 2.23496933e-01 1.13142025e-02
5.31215864e-03 3.89928479e-01 -5.13788465e-02 8.09122759e-02
1.23235226e-01 -3.39911891e-01]
[ -1.72030040e-01 7.99072859e-02 -1.44098534e-01 -1.23688875e-01
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5.41400827e-02 -2.06440861e-01]
[ 1.80754698e-01 -1.67227229e-01 -2.01511894e-01 -2.37467437e-01
5.42917684e-02 -9.64757282e-02 -2.07087232e-01 -9.54662504e-02
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[ 6.98439811e-02 -3.96027512e-02 5.50544664e-02 -8.42099498e-02
5.06671409e-02 -6.57498154e-03 1.46776959e-04 1.62967423e-01
1.48622872e-01 -4.08404969e-04]
[ -1.18526698e-01 -2.11865934e-02 3.86446118e-02 -2.57540348e-01
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[ -1.64651189e-01 1.30985518e-01 -2.13713159e-01 5.89839086e-02
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[ 1.03344196e-01 1.37417022e-01 -1.26828118e-01 2.70367777e-01
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[ -1.00156530e-01 2.92806997e-01 7.00384527e-02 -1.87336352e-01
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[ 3.62123824e-01 -5.60426852e-02 1.40785059e-01 -4.46399961e-01
4.09331170e-01 8.46981520e-03 3.94753369e-01 8.14049078e-03
1.16284317e-01 -2.80013716e-02]
[ 3.51500436e-01 -1.89411437e-01 7.50134626e-03 2.64518138e-02
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[ 7.96326065e-02 1.85173941e-03 1.87840297e-02 -1.59130243e-01
3.55754144e-02 -3.53136566e-02 6.42785733e-02 3.20051352e-01
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[ 8.76651514e-02 -1.49359791e-01 -3.04578848e-01 -1.09940266e-01
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[ -1.88189931e-01 -1.06748395e-01 3.69113848e-01 4.05738459e-02
1.29194376e-03 -5.93823377e-02 3.26690329e-01 -1.52571915e-01
1.39678131e-01 1.25451343e-02]
[ 4.37205054e-01 2.06470392e-01 4.03708454e-02 2.18150513e-01
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[ 1.65894307e-01 -4.34551262e-02 -2.35152194e-01 5.72785858e-02
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[ 7.24195398e-02 -1.45959041e-01 1.40740471e-02 2.05719263e-02
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[ -1.34794168e-01 1.52282775e-01 -1.39800307e-01 -2.76374612e-01
-1.57175148e-02 -6.72764242e-02 -2.78739729e-01 -7.60063869e-02
-4.79678263e-02 -3.41016107e-01]
[ 1.72860387e-01 3.41035944e-02 -1.11818112e-01 -4.81853078e-01
-2.59177048e-02 1.68154843e-01 9.74755123e-02 5.10318334e-02
-1.81716269e-01 -1.18256246e-01]
[ 3.55372603e-01 -2.61958935e-02 1.68178286e-01 -2.94637490e-01
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[ 1.11555008e-01 -1.97713588e-01 2.59178013e-02 6.71424050e-02
-8.45139561e-02 -1.08675962e-01 -3.46210636e-02 -3.19505634e-01
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[ -8.77362762e-02 1.67409275e-01 -3.68415674e-01 -1.77478421e-02
1.43119283e-01 -1.94127226e-01 -2.72858484e-01 -3.13673420e-03
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[ -1.38620712e-01 1.71733166e-01 1.35630584e-01 -1.01502886e-01
-8.16594819e-02 4.13826153e-02 4.09871780e-02 8.27740180e-02
3.20103965e-01 -1.84029005e-01]]
oet: [ 1.15160338 1.88433524 2.19072602 2.81465847 1.96548705 2.40669615
1.75186277 1.39280669 1.15445801 2.46399258]
Progress: 0.0% ... Training loss: 4.917 ... Validation loss: 5.387[-2.66836876 -0.02753315 1.04242691 3.57864826 0.40521177 2.12012031
-0.01641647 -1.60422937 -2.44119277 2.6304449 ]
X: [ 0. 0. 1.26203639 0.58451904 0.51988127 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0. ]
[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
-0.14703481]
[-0.23859104 0.18136817 -0.10998379 ..., -0.15455743 0.10361546
-0.18399665]
[-0.06238366 -0.1725481 -0.03393849 ..., 0.09717797 -0.11844339
-0.10535562]
...,
[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
0.0473359 ]
[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
-0.0733931 ]
[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
0.18043325]]
hidden inputs: [ 6.01975717e-01 -1.24910466e-01 -2.83236512e-02 6.67353163e-03
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9.52187921e-04 -1.42813223e-01 -3.68825605e-01 -7.42824891e-01
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-4.02751328e-01 -4.71930540e-01 4.57779937e-01 -1.82149616e-01
4.88795209e-02 7.82962958e-02]
hidden Outputs: [ 0.64610819 0.46881292 0.49291956 0.50166838 0.59914929 0.5247732
0.43357758 0.51214463 0.25778638 0.64618586 0.54859418 0.4461864
0.35373813 0.52048071 0.56252797 0.44374301 0.50023805 0.46435725
0.40882483 0.32238673 0.43973038 0.53310984 0.62813512 0.38780952
0.40065148 0.38415941 0.61248738 0.45458808 0.51221745 0.51956408]
final inputs: [-2.66836876 -0.02753315 1.04242691 3.57864826 0.40521177 2.12012031
-0.01641647 -1.60422937 -2.44119277 2.6304449 ]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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[-0.39828474 0.07007183 -0.04888475 0.17945658 0.02417031 0.07047155
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[-0.03673406 -0.15834328 -0.08155176 0.09764012 0.11992911 0.11447047
-0.1834412 -0.20828647 -0.25670714 0.02082412]
[-0.17588409 -0.04233936 0.16951441 0.26218548 0.10874059 0.20636032
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[-0.38457208 -0.03646779 0.14545287 0.08935056 0.06562113 0.06932649
-0.06986849 -0.04682172 -0.21127609 -0.05397961]
[-0.3943088 0.11676555 -0.12204874 0.35289203 -0.06205724 -0.04552482
-0.0345917 -0.01610829 -0.1546763 0.30517913]
[-0.16257336 0.19431092 -0.02832808 0.49665992 0.00081851 0.02884951
0.13548296 -0.33978455 -0.42476699 0.42468 ]
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[-0.42857804 -0.04342443 -0.12988349 0.09639811 -0.26193723 -0.24807231
-0.15556607 -0.20485501 -0.17318325 0.5233522 ]
[ 0.16451547 -0.05413433 0.23855448 -0.15743443 0.46013719 0.18738785
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[ 0.09831049 -0.21096829 0.09917447 0.3350274 0.15296839 0.22204952
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[-0.12080782 0.14137369 0.17243944 0.30617304 -0.14286515 -0.00311508
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[ 0.07808866 -0.22804729 0.03410399 0.10787907 -0.04084316 0.20992102
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[-0.41061007 -0.12769291 0.44515263 0.30830823 0.02911685 0.09972433
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[ 0.22842275 0.20547968 0.14149588 0.51536165 0.52232589 0.02472337
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[-0.06913346 -0.05894193 -0.14294273 0.35822558 0.349762 0.08284269
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[-0.14559409 -0.14837519 0.11623218 0.32868892 -0.10281318 -0.18993844
-0.29200173 0.37457198 -0.16439182 0.05598824]
[-0.34834709 0.14243493 -0.04884167 0.0085216 0.02623857 0.10723391
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[-0.06698906 0.03027207 -0.00144172 -0.14504808 0.03214925 0.37484743
0.10891028 -0.08124983 -0.40017765 0.12981075]
[ 0.13101769 -0.02408564 0.28109819 0.03530283 -0.12868547 0.0818535
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[-0.13973377 -0.20316638 0.13849964 0.41497568 -0.02638765 0.10465296
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[-0.31149746 0.16081358 -0.26820492 0.28769601 0.19014139 -0.00597954
-0.26719982 -0.12711168 -0.12389471 -0.05593737]
[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
0.05416447 -0.03698494 0.12193927 0.04967207]]
oet: [ 3.13442549 0.49358989 -0.57637018 -3.11259152 0.06084496 -1.65406357
0.48247321 2.0702861 2.9072495 -2.16438816]
[-2.39923642 -0.03622324 1.09053574 3.43271206 0.62431425 2.08897055
0.12801227 -1.42055186 -2.41848866 2.59489455]
X: [ 0. 0. 1.26203639 -0.24479801 1.61845695 0. 1.
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0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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1. 0. 0. 0. 0. 0. 0.
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
-0.14703481]
[-0.23859104 0.18136817 -0.10998379 ..., -0.15455743 0.10361546
-0.18399665]
[-0.06238366 -0.1725481 -0.03393849 ..., 0.09717797 -0.11844339
-0.10535562]
...,
[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
0.0473359 ]
[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
-0.0733931 ]
[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
0.18043325]]
hidden inputs: [ 0.00235589 0.06064239 -0.90985678 0.02614596 0.17964177 -0.11228619
0.08106409 -0.21299194 -0.90197359 0.41583515 -0.08308516 -0.78933178
0.03104544 -0.03043916 -0.01459085 -0.28243942 -0.11126272 -0.11527896
0.52627736 -0.59023813 -0.32686732 0.72126506 0.58544261 -0.57947336
-0.63434199 -0.45938042 0.55177137 -0.45225977 -0.06325715 0.21432524]
hidden Outputs: [ 0.50058897 0.51515595 0.28702915 0.50653612 0.54479006 0.47195791
0.52025493 0.44695241 0.28864509 0.60248621 0.47924065 0.31231217
0.50776074 0.4923908 0.49635235 0.42985582 0.47221298 0.47121213
0.62861445 0.35658022 0.41900305 0.67288553 0.64231879 0.35905378
0.34652666 0.38713282 0.63454646 0.38882362 0.48419098 0.55337714]
final inputs: [-2.39923642 -0.03622324 1.09053574 3.43271206 0.62431425 2.08897055
0.12801227 -1.42055186 -2.41848866 2.59489455]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
0.08779742 -0.23331292 -0.04407614 0.51932147]
[-0.36512474 -0.03122321 0.31099683 0.28802511 0.04674254 0.55708159
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[-0.39828474 0.07007183 -0.04888475 0.17945658 0.02417031 0.07047155
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[-0.03673406 -0.15834328 -0.08155176 0.09764012 0.11992911 0.11447047
-0.1834412 -0.20828647 -0.25670714 0.02082412]
[-0.17588409 -0.04233936 0.16951441 0.26218548 0.10874059 0.20636032
0.01015976 0.02636941 -0.07563226 0.25540624]
[-0.38457208 -0.03646779 0.14545287 0.08935056 0.06562113 0.06932649
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[-0.3943088 0.11676555 -0.12204874 0.35289203 -0.06205724 -0.04552482
-0.0345917 -0.01610829 -0.1546763 0.30517913]
[-0.16257336 0.19431092 -0.02832808 0.49665992 0.00081851 0.02884951
0.13548296 -0.33978455 -0.42476699 0.42468 ]
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[-0.13371666 0.14207802 -0.00394697 0.62414803 -0.31589089 0.32413459
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[ 0.16451547 -0.05413433 0.23855448 -0.15743443 0.46013719 0.18738785
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[ 0.09831049 -0.21096829 0.09917447 0.3350274 0.15296839 0.22204952
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[ 0.22842275 0.20547968 0.14149588 0.51536165 0.52232589 0.02472337
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[-0.14559409 -0.14837519 0.11623218 0.32868892 -0.10281318 -0.18993844
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[-0.34834709 0.14243493 -0.04884167 0.0085216 0.02623857 0.10723391
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[-0.06698906 0.03027207 -0.00144172 -0.14504808 0.03214925 0.37484743
0.10891028 -0.08124983 -0.40017765 0.12981075]
[ 0.13101769 -0.02408564 0.28109819 0.03530283 -0.12868547 0.0818535
0.45453599 -0.36927689 -0.38079167 0.25170639]
[-0.13973377 -0.20316638 0.13849964 0.41497568 -0.02638765 0.10465296
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
0.05416447 -0.03698494 0.12193927 0.04967207]]
oet: [ 4.06162632 1.69861314 0.57185416 -1.77032216 1.03807565 -0.42658066
1.53437763 3.08294176 4.08087856 -0.93250465]
[-2.7292842 -0.11247534 1.02635685 3.41596662 0.40413777 2.02395025
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X: [ 1. 0. 1.05430474 0.84368061 0.76428167 0. 0.
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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[-0.23859104 0.18136817 -0.10998379 ..., -0.15455743 0.10361546
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[-0.06238366 -0.1725481 -0.03393849 ..., 0.09717797 -0.11844339
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...,
[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
0.0473359 ]
[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
-0.0733931 ]
[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
0.18043325]]
hidden inputs: [-0.22094665 -0.24706892 -0.0252542 -0.36023333 -0.03637326 0.63060194
-0.70481404 0.13113437 -0.49237541 0.70040685 0.11921126 -0.11331845
-0.56298193 0.0304605 -0.41003326 0.01282217 0.15601868 -0.3898554
-0.20061019 -0.51768414 0.03755984 -0.112235 0.57741685 -0.43204003
0.07089069 -0.10198569 0.71419578 0.10810241 -0.0857959 -0.27465217]
hidden Outputs: [ 0.44498695 0.43854507 0.49368679 0.41090309 0.49090769 0.65262594
0.33074576 0.53273669 0.37933414 0.66827797 0.52976757 0.47170066
0.36285778 0.50761454 0.39890414 0.5032055 0.53892574 0.40375211
0.45001498 0.37339392 0.50938886 0.47197067 0.64047281 0.3936393
0.51771525 0.47452565 0.67132761 0.52699932 0.47856417 0.43176535]
final inputs: [-2.7292842 -0.11247534 1.02635685 3.41596662 0.40413777 2.02395025
-0.00863502 -1.67852657 -2.60402918 2.54138172]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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hidden inputs: [ 0.26731391 -0.00653744 -0.23669064 -0.42106731 -0.07920291 0.32598419
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hidden Outputs: [ 0.56643336 0.49836564 0.44110205 0.39626138 0.48020962 0.58078195
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hidden inputs: [ 0.54370241 -0.20441955 -0.45093665 -0.11552275 0.25602886 0.02043638
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hidden Outputs: [ 0.63267327 0.44907233 0.38913809 0.47115139 0.56365985 0.50510892
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final inputs: [-2.62563748 -0.20368749 1.07125797 3.24485994 0.36157558 2.02531317
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hidden inputs: [ 0.69476169 -0.78514674 0.43259194 -0.38104965 0.10535509 0.51897625
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-0.62012945 -0.18061016 0.09095227 0.0384388 -0.55015901 -0.50382843]
hidden Outputs: [ 0.66702535 0.31321171 0.60649243 0.40587376 0.52631444 0.62690835
0.55189296 0.58127434 0.3930299 0.59147291 0.49874826 0.37906458
0.42705425 0.36369512 0.59779305 0.57529145 0.49714638 0.52991984
0.34506375 0.44333279 0.52738491 0.51964474 0.43003619 0.43375501
0.34975201 0.4549698 0.52272241 0.50960852 0.36582752 0.3766414 ]
final inputs: [-2.73255481 -0.11357949 1.05715064 3.46528068 0.28534324 1.97319226
-0.01842607 -1.63418088 -2.42757679 2.65300859]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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[-0.03673406 -0.15834328 -0.08155176 0.09764012 0.11992911 0.11447047
-0.1834412 -0.20828647 -0.25670714 0.02082412]
[-0.17588409 -0.04233936 0.16951441 0.26218548 0.10874059 0.20636032
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[-0.16257336 0.19431092 -0.02832808 0.49665992 0.00081851 0.02884951
0.13548296 -0.33978455 -0.42476699 0.42468 ]
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[ 0.16451547 -0.05413433 0.23855448 -0.15743443 0.46013719 0.18738785
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 2.752054 0.13307869 -1.03765144 -3.44578149 -0.26584404 -1.95369306
0.03792526 1.65368008 2.44707599 -2.63350939]
[-2.91476544 -0.25298232 0.93537873 3.41818873 0.46937175 2.04884002
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X: [ 0. 0. -0.19208513 0.99917756 -0.45608552 0. 0.
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
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-0.0733931 ]
[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [-0.35842892 0.23172565 -0.28067422 0.19501734 0.71639302 0.234149
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hidden Outputs: [ 0.41133993 0.55767357 0.43028849 0.5486004 0.67181224 0.55827126
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0.4565828 0.54807718 0.58505363 0.52845099 0.55859369 0.36317 ]
final inputs: [-2.91476544 -0.25298232 0.93537873 3.41818873 0.46937175 2.04884002
-0.08184718 -1.69222159 -2.64844048 2.5618098 ]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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0.13548296 -0.33978455 -0.42476699 0.42468 ]
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 1.89781009 -0.76397302 -1.95233407 -4.43514407 -1.48632709 -3.06579536
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X: [ 0. 0. 0.74270727 1.05100987 -1.55384381 0. 0.
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...,
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[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.47767856 0.07298408 0.4163309 -0.76820988 0.14569819 0.73550798
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0.05749465 0.21050562 0.20126736 0.51397201 -0.34758987 -0.43612434]
hidden Outputs: [ 0.61719955 0.51823792 0.60260493 0.31686647 0.53636025 0.6760128
0.32266136 0.4597882 0.53539886 0.60698562 0.45516499 0.51756469
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0.53159131 0.42823228 0.46780848 0.44724366 0.61676168 0.39799131
0.5143697 0.55243293 0.55014767 0.62573714 0.41396699 0.39266485]
final inputs: [-2.80328033 -0.27914376 1.09226312 3.42304756 0.36850928 2.12090066
-0.02634309 -1.70681109 -2.53220547 2.47053786]
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oet: [ 1.81940333 -0.70473325 -2.07614013 -4.40692456 -1.35238629 -3.10477766
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [-1.14072479 -0.03362294 -0.76233475 0.34884833 0.14465347 -0.25325819
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hidden Outputs: [ 0.24218731 0.49159506 0.31813958 0.58633827 0.53610044 0.43702171
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final inputs: [-2.62164685 -0.09912564 0.82060956 3.57799323 0.55799217 1.94288197
-0.14241033 -1.61285933 -2.63572374 2.52268491]
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 1.9189357 -0.60358551 -1.5233207 -4.28070438 -1.26070332 -2.64559312
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X: [ 1. 0. 0.63884145 1.31017145 -0.82146002 0. 0.
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...,
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0.0473359 ]
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.26516492 -0.33737956 -0.03471025 -0.5105846 0.21443836 0.61369775
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-0.47588448 -0.09061726 0.24401177 0.16901278 -0.45500358 -0.24666276]
hidden Outputs: [ 0.56590552 0.41644615 0.49132331 0.37505649 0.5534051 0.64878385
0.48121778 0.55527514 0.50598941 0.57076967 0.45407077 0.42793139
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0.38322441 0.47736117 0.56070205 0.5421529 0.38817178 0.43864508]
final inputs: [-2.74036 -0.16355386 1.0476256 3.36102585 0.28402652 1.9403504
-0.05688485 -1.73045249 -2.34745558 2.46174436]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 1.73443077 -0.84237536 -2.05355483 -4.36695508 -1.28995574 -2.94627963
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X: [ 1. 0. 0.11951233 1.05100987 -0.82146002 0. 1.
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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[-0.23859104 0.18136817 -0.10998379 ..., -0.15455743 0.10361546
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[-0.06238366 -0.1725481 -0.03393849 ..., 0.09717797 -0.11844339
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...,
[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
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[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.02510409 -0.29666411 0.0242817 -0.18681262 -0.09054063 0.49450574
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hidden Outputs: [ 0.50627569 0.42637317 0.50607013 0.4534322 0.47738029 0.62116729
0.48539421 0.54360944 0.45704259 0.41663279 0.5562276 0.4538034
0.38330626 0.4678034 0.53649238 0.50035491 0.64303432 0.30683331
0.44121539 0.4703032 0.3723497 0.39944811 0.54870532 0.48839884
0.41708129 0.52942466 0.54255788 0.54555554 0.37470223 0.44653287]
final inputs: [-2.79303751 -0.18412817 0.95513832 3.30628947 0.35037546 1.95050239
-0.12971195 -1.61044573 -2.46249574 2.50476047]
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 1.78710828 -0.82180106 -1.96106755 -4.3122187 -1.35630469 -2.95643162
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[-2.66246699 -0.21290941 1.05104074 3.29708259 0.42701818 2.04332523
-0.16270589 -1.47986428 -2.30588871 2.36408843]
X: [ 0. 0. 0.11951233 -1.07411506 0.03189788 0. 1.
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[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
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-0.0733931 ]
[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [-0.04339433 0.35302357 -0.30803206 0.20288485 0.22929937 -0.2745402
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hidden Outputs: [ 0.48915312 0.58735059 0.42359516 0.55054794 0.55707499 0.43179282
0.4493957 0.34382846 0.55072908 0.53127584 0.48232101 0.42689412
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0.30913732 0.58445423 0.5006024 0.56422129 0.50725089 0.61585379]
final inputs: [-2.66246699 -0.21290941 1.05104074 3.29708259 0.42701818 2.04332523
-0.16270589 -1.47986428 -2.30588871 2.36408843]
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[-0.03673406 -0.15834328 -0.08155176 0.09764012 0.11992911 0.11447047
-0.1834412 -0.20828647 -0.25670714 0.02082412]
[-0.17588409 -0.04233936 0.16951441 0.26218548 0.10874059 0.20636032
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0.13548296 -0.33978455 -0.42476699 0.42468 ]
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[ 0.16451547 -0.05413433 0.23855448 -0.15743443 0.46013719 0.18738785
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[ 0.09831049 -0.21096829 0.09917447 0.3350274 0.15296839 0.22204952
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[ 0.13101769 -0.02408564 0.28109819 0.03530283 -0.12868547 0.0818535
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
0.05416447 -0.03698494 0.12193927 0.04967207]]
oet: [ 2.94107982 0.49152224 -0.77242791 -3.01846976 -0.14840535 -1.7647124
0.44131872 1.75847711 2.58450154 -2.08547559]
[-2.87806956 -0.22092609 0.94025874 3.35596592 0.27504086 1.9609054
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X: [ 1. 0. -1.02301172 0.37718977 0.27629827 0. 1.
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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...,
[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
0.0473359 ]
[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
-0.0733931 ]
[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [-0.29703044 0.06277168 -0.30545571 -0.12201199 0.16584549 0.1592108
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-0.50458323 -0.02422695 -0.57053584 0.36706049 0.14985744 0.52499861]
hidden Outputs: [ 0.42628358 0.51568777 0.42422434 0.46953479 0.5413666 0.53971883
0.52198766 0.45836955 0.48984966 0.53782155 0.47089662 0.49771902
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0.38750252 0.52958759 0.51409533 0.38320781 0.36871658 0.42462845
0.3764642 0.49394356 0.36111319 0.5907485 0.53739441 0.62831586]
final inputs: [-2.87806956 -0.22092609 0.94025874 3.35596592 0.27504086 1.9609054
-0.23595989 -1.55730019 -2.29383114 2.34689515]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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[-0.03673406 -0.15834328 -0.08155176 0.09764012 0.11992911 0.11447047
-0.1834412 -0.20828647 -0.25670714 0.02082412]
[-0.17588409 -0.04233936 0.16951441 0.26218548 0.10874059 0.20636032
0.01015976 0.02636941 -0.07563226 0.25540624]
[-0.38457208 -0.03646779 0.14545287 0.08935056 0.06562113 0.06932649
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[-0.16257336 0.19431092 -0.02832808 0.49665992 0.00081851 0.02884951
0.13548296 -0.33978455 -0.42476699 0.42468 ]
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[ 0.09831049 -0.21096829 0.09917447 0.3350274 0.15296839 0.22204952
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[ 0.22842275 0.20547968 0.14149588 0.51536165 0.52232589 0.02472337
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
0.05416447 -0.03698494 0.12193927 0.04967207]]
oet: [ 2.49511567 -0.1620278 -1.32321264 -3.73891982 -0.65799475 -2.34385929
-0.146994 1.17434629 1.91087725 -2.72984905]
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X: [ 0. 0. 1.26203639 0.58451904 -0.82146002 0. 0.
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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[-0.23859104 0.18136817 -0.10998379 ..., -0.15455743 0.10361546
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[-0.06238366 -0.1725481 -0.03393849 ..., 0.09717797 -0.11844339
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...,
[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
0.0473359 ]
[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
-0.0733931 ]
[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.68619282 0.12787713 0.21956348 -0.02079111 -0.06577131 0.44921938
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-0.17680054 -0.06116831 0.11033935 0.21234442 -0.18368592 -0.25118083]
hidden Outputs: [ 0.66511947 0.53192579 0.55467141 0.49480241 0.4835631 0.61045362
0.48149667 0.58758746 0.52349647 0.54725229 0.51590023 0.49042896
0.50438758 0.38822688 0.61930336 0.41822392 0.46446902 0.43925782
0.54858178 0.46361997 0.48710446 0.38460701 0.50730861 0.35646697
0.45591464 0.48471269 0.52755689 0.55288753 0.4542072 0.43753288]
final inputs: [-2.89647573 -0.2103988 1.05182933 3.45388479 0.3229205 2.13529979
-0.02924345 -1.75361224 -2.49408482 2.55970071]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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[-0.39828474 0.07007183 -0.04888475 0.17945658 0.02417031 0.07047155
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0.13548296 -0.33978455 -0.42476699 0.42468 ]
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 4.79041398 2.10433705 0.84210892 -1.55994654 1.57101775 -0.24136153
1.9231817 3.64755049 4.38802308 -0.66576246]
[-2.89563047 -0.26940847 0.86945805 3.32754455 0.29557148 1.89582315
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X: [ 1. 0. -1.12687754 0.63635135 -0.21168512 1. 0.
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[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
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-0.0733931 ]
[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [-0.6897041 -0.5430873 -0.19323096 -0.0784697 0.20535283 0.32614142
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hidden Outputs: [ 0.3340989 0.36746969 0.45184201 0.48039264 0.55115856 0.58082023
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0.59564175 0.54643448 0.41945535 0.46178558 0.4694844 0.5296458 ]
final inputs: [-2.89563047 -0.26940847 0.86945805 3.32754455 0.29557148 1.89582315
-0.12870524 -1.56759013 -2.54031378 2.40079245]
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[-0.03673406 -0.15834328 -0.08155176 0.09764012 0.11992911 0.11447047
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0.13548296 -0.33978455 -0.42476699 0.42468 ]
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[ 0.09831049 -0.21096829 0.09917447 0.3350274 0.15296839 0.22204952
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
0.05416447 -0.03698494 0.12193927 0.04967207]]
oet: [ 2.20394544 -0.42227656 -1.56114309 -4.01922959 -0.98725651 -2.58750819
-0.56297979 0.8759051 1.84862874 -3.09247749]
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X: [ 1. 0. -0.29595096 0.48085441 -0.82146002 0. 1.
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
0.0473359 ]
[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
-0.0733931 ]
[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.36841828 -0.31883327 -0.29312835 -0.38363449 -0.0329332 0.15562559
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0.17985841 -0.49046749 0.16218665 -0.1601709 -0.02126446 -0.4759543
-0.53714229 -0.21264341 -0.37321956 0.09296288 -0.36450764 0.31886587]
hidden Outputs: [ 0.59107672 0.42096012 0.42723817 0.4052506 0.49176745 0.53882806
0.49085149 0.45101238 0.42930793 0.43775191 0.36917895 0.39089719
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0.54484378 0.37978345 0.54045801 0.46004266 0.49468409 0.38320791
0.36885261 0.44703856 0.40776329 0.523224 0.40986883 0.57904783]
final inputs: [-2.72308803 -0.17104082 1.0629029 3.30118396 0.33741856 1.92339581
-0.07302067 -1.53401333 -2.2374969 2.46094582]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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[-0.17588409 -0.04233936 0.16951441 0.26218548 0.10874059 0.20636032
0.01015976 0.02636941 -0.07563226 0.25540624]
[-0.38457208 -0.03646779 0.14545287 0.08935056 0.06562113 0.06932649
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[-0.16257336 0.19431092 -0.02832808 0.49665992 0.00081851 0.02884951
0.13548296 -0.33978455 -0.42476699 0.42468 ]
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[ 0.22842275 0.20547968 0.14149588 0.51536165 0.52232589 0.02472337
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 1.95422021 -0.597827 -1.83177072 -4.07005178 -1.10628638 -2.69226363
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[-2.74488053 -0.13946918 1.01066046 3.31478349 0.29185046 2.01087852
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X: [ 0. 0. 1.15817056 -0.03746875 -1.55384381 0. 0.
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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[-0.23859104 0.18136817 -0.10998379 ..., -0.15455743 0.10361546
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[-0.06238366 -0.1725481 -0.03393849 ..., 0.09717797 -0.11844339
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[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.51765224 -0.43909401 0.38410229 -0.22130348 0.12098071 0.34118804
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-0.04774513 0.22230316 -0.01465332 0.23541376 -0.5650556 -0.32125527]
hidden Outputs: [ 0.62659862 0.39195687 0.59486214 0.44489883 0.53020834 0.58447908
0.37521355 0.50318612 0.47361583 0.58904488 0.5406605 0.443977
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0.4505645 0.4895381 0.42350232 0.42635737 0.47713915 0.447144
0.48806598 0.55534804 0.49633674 0.55858313 0.3623785 0.42036986]
final inputs: [-2.74488053 -0.13946918 1.01066046 3.31478349 0.29185046 2.01087852
-0.17597505 -1.62848955 -2.36526399 2.458257 ]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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[-0.36512474 -0.03122321 0.31099683 0.28802511 0.04674254 0.55708159
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hidden inputs: [ 0.32582887 0.19118236 -0.43549867 0.39023223 0.19778011 -0.05764515
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hidden Outputs: [ 0.58074413 0.54765054 0.39281407 0.5963386 0.54928448 0.4855927
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oet: [ 6.12403661 3.65069026 2.44923646 0.20038408 3.10314445 1.37719632
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hidden inputs: [-0.22189556 -0.98757267 0.06556622 0.23301721 -0.13111326 0.67003299
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hidden Outputs: [ 0.44475261 0.27139179 0.51638569 0.55799214 0.46726856 0.66151055
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final inputs: [-2.56834288 -0.06143422 0.9156435 3.44431948 0.61380327 1.91490482
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oet: [ 1.58997893 -0.91692973 -1.89400745 -4.42268343 -1.59216722 -2.89326877
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hidden inputs: [ 0.29609577 -0.47296707 -0.41064643 -0.20767633 0.31441728 -0.58492747
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hidden Outputs: [ 0.57348782 0.38391422 0.39875713 0.44826672 0.5779631 0.35779957
0.52474078 0.46896645 0.53328483 0.55045304 0.40164779 0.54433459
0.34698582 0.55869339 0.53770605 0.54941613 0.54874775 0.38967149
0.36419716 0.49788166 0.39835501 0.47030411 0.29557817 0.6271935
0.52984327 0.6627283 0.32297243 0.61115344 0.39050199 0.50524284]
final inputs: [-2.77628198 -0.26247947 0.92838601 3.38819633 0.17010836 1.92382617
-0.35516205 -1.53118478 -2.36577092 2.506581 ]
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[-0.03673406 -0.15834328 -0.08155176 0.09764012 0.11992911 0.11447047
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[-0.17588409 -0.04233936 0.16951441 0.26218548 0.10874059 0.20636032
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[-0.38457208 -0.03646779 0.14545287 0.08935056 0.06562113 0.06932649
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[-0.3943088 0.11676555 -0.12204874 0.35289203 -0.06205724 -0.04552482
-0.0345917 -0.01610829 -0.1546763 0.30517913]
[-0.16257336 0.19431092 -0.02832808 0.49665992 0.00081851 0.02884951
0.13548296 -0.33978455 -0.42476699 0.42468 ]
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[-0.42857804 -0.04342443 -0.12988349 0.09639811 -0.26193723 -0.24807231
-0.15556607 -0.20485501 -0.17318325 0.5233522 ]
[ 0.16451547 -0.05413433 0.23855448 -0.15743443 0.46013719 0.18738785
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[-0.14559409 -0.14837519 0.11623218 0.32868892 -0.10281318 -0.18993844
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[ 0.13101769 -0.02408564 0.28109819 0.03530283 -0.12868547 0.0818535
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 2.74065062 0.22684811 -0.96401737 -3.42382769 -0.20573972 -1.95945753
0.31953068 1.49555342 2.33013956 -2.54221236]
[-2.5551045 -0.06780363 1.06081882 3.489819 0.45281247 2.14673088
0.05717076 -1.43993365 -2.36094386 2.63140188]
X: [ 0. 0. 1.26203639 0.37718977 0.76428167 0. 1.
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...,
[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
0.0473359 ]
[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
-0.0733931 ]
[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.57735972 -0.06907704 -0.65823546 -0.18565167 0.32345171 -0.11776917
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hidden Outputs: [ 0.64045965 0.4827376 0.3411361 0.45371993 0.58016523 0.47059169
0.53484023 0.44896375 0.2799597 0.5827406 0.50266449 0.37152367
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0.64859487 0.3567083 0.38111345 0.53683141 0.59055173 0.36356531
0.34499684 0.40348499 0.55233607 0.45145401 0.46103853 0.59302017]
final inputs: [-2.5551045 -0.06780363 1.06081882 3.489819 0.45281247 2.14673088
0.05717076 -1.43993365 -2.36094386 2.63140188]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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-0.1834412 -0.20828647 -0.25670714 0.02082412]
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0.13548296 -0.33978455 -0.42476699 0.42468 ]
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 3.62208435 1.13478348 0.00616102 -2.42283915 0.61416737 -1.07975103
1.00980908 2.50691349 3.4279237 -1.56442203]
[-2.69332505 -0.05610386 1.0227475 3.27038989 0.37487795 1.91548691
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X: [ 1. 0. 0.8465731 0.32535746 -0.82146002 0. 0.
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...,
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[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.11930307 -0.76619559 0.15364214 -0.23230721 0.08979073 0.49757981
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hidden Outputs: [ 0.52979044 0.31730265 0.53833515 0.44218298 0.52243261 0.62189041
0.36770545 0.47864512 0.32185462 0.55372926 0.49846153 0.41586354
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0.49566509 0.47191617 0.55529571 0.50725348 0.37354076 0.50217397]
final inputs: [-2.69332505 -0.05610386 1.0227475 3.27038989 0.37487795 1.91548691
-0.06942171 -1.59839386 -2.35446446 2.46401897]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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0.13548296 -0.33978455 -0.42476699 0.42468 ]
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oet: [ 1.85830056 -0.77892063 -1.85777199 -4.10541438 -1.20990244 -2.7505114
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[-2.89421473 -0.24780318 0.96003255 3.49205679 0.52658442 2.11004931
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...,
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [-0.1331536 0.41077416 -0.06820317 0.11409312 0.51970804 0.21686116
0.48579412 -0.14983333 -0.41854396 -0.32621137 0.10712918 0.23317658
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0.33898063 0.15174529 0.16767927 0.33600255 0.15524448 -0.06484114]
hidden Outputs: [ 0.4667607 0.60127349 0.48295581 0.52849238 0.62707949 0.55400381
0.61911513 0.46261159 0.39686522 0.41916274 0.52675671 0.55803145
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final inputs: [-2.89421473 -0.24780318 0.96003255 3.49205679 0.52658442 2.11004931
-0.11737476 -1.61333986 -2.65751138 2.55981745]
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0.13548296 -0.33978455 -0.42476699 0.42468 ]
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 3.08461867 0.43820712 -0.76962862 -3.30165286 -0.33618048 -1.91964537
0.30777869 1.80374379 2.84791532 -2.36941352]
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.01700436 -0.28806807 0.13933502 -0.04206453 0.75149103 0.3660665
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hidden Outputs: [ 0.50425099 0.4284769 0.53477751 0.48948542 0.6795035 0.59050816
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0.49629787 0.52504457 0.52887091 0.47222557 0.49095015 0.5150063 ]
final inputs: [-2.94346061 -0.18235477 0.93027187 3.52152458 0.28162479 2.06087374
-0.14148733 -1.67373198 -2.59241665 2.65126388]
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oet: [ 2.48883698 -0.27226886 -1.38489549 -3.97614821 -0.73624842 -2.51549736
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.44203879 0.03632301 0.24487819 -0.5897945 0.30782918 0.28342786
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hidden Outputs: [ 0.60874473 0.50907975 0.56091545 0.35668201 0.5763553 0.57038641
0.31563297 0.51345036 0.60020157 0.6066681 0.49949408 0.48317464
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0.48223153 0.4616635 0.42897977 0.36572836 0.50976219 0.37593621
0.4070639 0.49579856 0.52198322 0.54722548 0.36625225 0.35312292]
final inputs: [-2.73014036 -0.26248006 1.03131718 3.26591514 0.26142904 2.03078708
-0.07179451 -1.65549114 -2.38019704 2.436671 ]
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [-1.15143254 0.10983842 -0.163267 -0.13353133 0.21644153 0.4221987
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hidden Outputs: [ 0.24022752 0.52743203 0.45927368 0.46666668 0.55390013 0.60400926
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final inputs: [-2.79469359 -0.29629177 0.90900112 3.34770445 0.48147161 1.96761369
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 1.77773825 -0.72066357 -1.92595646 -4.36465979 -1.49842695 -2.98456903
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.2635019 -0.50849645 0.13980348 -0.39391446 0.02157034 0.371629
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hidden Outputs: [ 0.56549694 0.37554606 0.53489405 0.40277533 0.50539237 0.59185254
0.47314191 0.3543851 0.46787214 0.44828827 0.4232481 0.4153635
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final inputs: [-2.77515098 -0.25617318 1.05747386 3.17020146 0.26038837 1.90287765
-0.17673469 -1.43244122 -2.21208853 2.37019043]
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oet: [ 2.91042435 0.39144656 -0.92220049 -3.03492809 -0.12511499 -1.76760428
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X: [ 1. 0. 1.15817056 -0.76312116 -0.69966852 0. 1.
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.65769232 -0.72611054 -0.10039355 -0.33215127 0.04614225 0.05505731
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hidden Outputs: [ 0.65874181 0.32604882 0.47492267 0.41771728 0.51153352 0.51376085
0.45141472 0.48331871 0.45718294 0.51023187 0.49196445 0.30411825
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0.67106913 0.45526447 0.49623625 0.55145171 0.36796023 0.51627799
0.26801027 0.49683628 0.486892 0.53208014 0.33701865 0.4141025 ]
final inputs: [-2.55055362 -0.25436138 1.12097986 3.36524688 0.35298572 2.02908738
0.05674552 -1.43676856 -2.39553581 2.63058135]
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 3.01661035 0.72041811 -0.65492312 -2.89919014 0.11307101 -1.56303064
0.40931121 1.9028253 2.86159254 -2.16452461]
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X: [ 0. 0. -1.95780412 0.89551293 0.76428167 1. 0.
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ -5.23400604e-01 -5.84512235e-01 8.76138228e-02 -1.25889698e-02
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1.29702858e-01 -4.23018336e-02 -9.64056461e-01 3.05896273e-01
3.49059023e-01 1.15251214e-01]
hidden Outputs: [ 0.3720574 0.35789499 0.52188946 0.4968528 0.50007621 0.58824653
0.68980721 0.63451006 0.54513547 0.48776476 0.36545868 0.52524278
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final inputs: [-2.95786303 -0.31399545 0.72117578 3.50993456 0.28721846 1.8376315
-0.28498755 -1.68011804 -2.545041 2.37697164]
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[-0.03673406 -0.15834328 -0.08155176 0.09764012 0.11992911 0.11447047
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[-0.31149746 0.16081358 -0.26820492 0.28769601 0.19014139 -0.00597954
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 1.9519338 -0.69193378 -1.72710501 -4.51586379 -1.29314769 -2.84356073
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[-2.85647716 -0.23792692 0.94597178 3.41357625 0.28548509 1.98765763
-0.11567658 -1.6563676 -2.59152447 2.57882617]
X: [ 1. 0. 0.32724398 0.7918483 -0.82146002 1. 0.
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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[-0.23859104 0.18136817 -0.10998379 ..., -0.15455743 0.10361546
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...,
[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
0.0473359 ]
[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
-0.0733931 ]
[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.08510149 -0.91082467 0.38563945 -0.01513153 0.35431122 0.68891959
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0.17850364 0.25573601 -0.14705424 0.05406915 -0.54444503 -0.47892932]
hidden Outputs: [ 0.52126254 0.28683111 0.59523255 0.49621719 0.58766265 0.66572654
0.56914022 0.60768047 0.46972614 0.56320903 0.44695515 0.43199731
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0.37700908 0.62437245 0.49653343 0.41135546 0.3721774 0.46290285
0.54450779 0.56358782 0.46330255 0.513514 0.36715416 0.38250498]
final inputs: [-2.85647716 -0.23792692 0.94597178 3.41357625 0.28548509 1.98765763
-0.11567658 -1.6563676 -2.59152447 2.57882617]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
0.08779742 -0.23331292 -0.04407614 0.51932147]
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[-0.03673406 -0.15834328 -0.08155176 0.09764012 0.11992911 0.11447047
-0.1834412 -0.20828647 -0.25670714 0.02082412]
[-0.17588409 -0.04233936 0.16951441 0.26218548 0.10874059 0.20636032
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[-0.16257336 0.19431092 -0.02832808 0.49665992 0.00081851 0.02884951
0.13548296 -0.33978455 -0.42476699 0.42468 ]
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[ 0.22842275 0.20547968 0.14149588 0.51536165 0.52232589 0.02472337
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 1.97183517 -0.64671508 -1.83061377 -4.29821825 -1.17012709 -2.87229963
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[-2.71837487 -0.2100225 0.91361376 3.51058089 0.39670494 2.05984402
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X: [ 1. 0. 0.32724398 -0.34846264 0.27629827 1. 0.
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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[-0.23859104 0.18136817 -0.10998379 ..., -0.15455743 0.10361546
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[-0.06238366 -0.1725481 -0.03393849 ..., 0.09717797 -0.11844339
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[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
0.0473359 ]
[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
-0.0733931 ]
[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.24315768 -0.79334414 0.24303469 0.45182866 -0.07547769 0.15120963
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0.10134759 0.14333838 0.1212801 0.23508132 0.24739274 0.47576096
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-0.46764033 0.50960873 -0.23796108 0.02630809 -0.29587399 -0.31194816]
hidden Outputs: [ 0.56049166 0.31145107 0.56046136 0.61107393 0.48113953 0.53773054
0.61577209 0.66301766 0.42480462 0.5540394 0.46714375 0.39009905
0.52531523 0.53577337 0.53028291 0.55850116 0.56153466 0.61674639
0.36807115 0.63407955 0.41368753 0.5278706 0.36417872 0.49837576
0.3851749 0.62471475 0.44078887 0.50657664 0.42656643 0.42263929]
final inputs: [-2.71837487 -0.2100225 0.91361376 3.51058089 0.39670494 2.05984402
-0.08178042 -1.63198883 -2.63046346 2.69363403]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 2.4070907 -0.10126167 -1.22489793 -3.82186506 -0.70798911 -2.37112818
-0.22950374 1.32070467 2.3191793 -3.0049182 ]
[-2.80437224 -0.11062535 1.17459405 3.51289023 0.28749162 2.16653639
-0.03986658 -1.67124873 -2.46773239 2.65134465]
X: [ 1. 1. 0.74270727 0.1180282 0.51988127 0. 1.
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0. 0. 1. 0. 0. 0. 0.
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.09677048 0.22990415 -0.35483422 0.54598721 0.18650318 0.18467748
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-0.90870109 0.29770846 0.53705612 0.09603057 -0.06273597 0.2844582 ]
hidden Outputs: [ 0.52417376 0.55722421 0.41221063 0.63320409 0.54649111 0.5460386
0.48255104 0.48438367 0.36861194 0.69768825 0.534666 0.51385031
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0.28726571 0.57388224 0.63112733 0.52398921 0.48432115 0.57063887]
final inputs: [-2.80437224 -0.11062535 1.17459405 3.51289023 0.28749162 2.16653639
-0.03986658 -1.67124873 -2.46773239 2.65134465]
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[ 0.09831049 -0.21096829 0.09917447 0.3350274 0.15296839 0.22204952
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
0.05416447 -0.03698494 0.12193927 0.04967207]]
oet: [ 3.14362868 0.44988179 -0.83533761 -3.17363378 0.05176483 -1.82727995
0.37912303 2.01050518 2.80698884 -2.3120882 ]
[-2.30282361 -0.02874825 1.09950051 3.26347526 0.49559369 2.11376049
0.03030568 -1.37189383 -2.2854305 2.58675099]
X: [ 1. 0. 1.36590221 -1.74793515 0.03189788 0. 1.
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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[-0.23859104 0.18136817 -0.10998379 ..., -0.15455743 0.10361546
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[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
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[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
-0.0733931 ]
[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.4644309 -0.26694918 -0.64029045 -0.20991522 0.32276197 -0.55756575
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0.52551429 -0.21040461 -0.83063202 0.46602078 -0.14301509 -0.46109595
-0.70103493 0.21627806 0.19843331 0.16132652 -0.38771328 -0.09963126]
hidden Outputs: [ 0.61406478 0.43365622 0.34518088 0.44771305 0.57999722 0.36411088
0.40953544 0.36294971 0.29031944 0.69481169 0.48451938 0.31634016
0.55772288 0.42743694 0.50212088 0.60335323 0.32080104 0.40496996
0.62843628 0.44759205 0.30351145 0.6144415 0.46430704 0.38672587
0.33158281 0.55385973 0.54944619 0.54024438 0.4042679 0.47511277]
final inputs: [-2.30282361 -0.02874825 1.09950051 3.26347526 0.49559369 2.11376049
0.03030568 -1.37189383 -2.2854305 2.58675099]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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[-0.03673406 -0.15834328 -0.08155176 0.09764012 0.11992911 0.11447047
-0.1834412 -0.20828647 -0.25670714 0.02082412]
[-0.17588409 -0.04233936 0.16951441 0.26218548 0.10874059 0.20636032
0.01015976 0.02636941 -0.07563226 0.25540624]
[-0.38457208 -0.03646779 0.14545287 0.08935056 0.06562113 0.06932649
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[-0.16257336 0.19431092 -0.02832808 0.49665992 0.00081851 0.02884951
0.13548296 -0.33978455 -0.42476699 0.42468 ]
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0.40679798 -0.09666686 -0.05918166 0.18648741]
[ 0.09831049 -0.21096829 0.09917447 0.3350274 0.15296839 0.22204952
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[ 0.22842275 0.20547968 0.14149588 0.51536165 0.52232589 0.02472337
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[-0.06698906 0.03027207 -0.00144172 -0.14504808 0.03214925 0.37484743
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
0.05416447 -0.03698494 0.12193927 0.04967207]]
oet: [ 5.63015644 3.35608108 2.22783231 0.06385756 2.83173913 1.21357234
3.29702715 4.69922666 5.61276333 0.74058184]
[-2.68541911 -0.15890329 1.0631526 3.59752599 0.5652173 2.31303909
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X: [ 0. 0. 0.32724398 -1.33327663 1.61845695 0. 0.
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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[-0.23859104 0.18136817 -0.10998379 ..., -0.15455743 0.10361546
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[-0.06238366 -0.1725481 -0.03393849 ..., 0.09717797 -0.11844339
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...,
[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
0.0473359 ]
[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.07012242 0.57929241 -0.39714899 0.60985029 0.53500849 -0.30825026
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-0.31262522 0.06878323 -0.08332192 0.13696598 0.11237084 0.3268353 ]
hidden Outputs: [ 0.51752343 0.64090457 0.40199752 0.64790665 0.6306505 0.42354189
0.46076726 0.46722816 0.29333543 0.64583075 0.57065447 0.46721199
0.52447171 0.5880162 0.3538672 0.39734641 0.53829048 0.56002949
0.4743524 0.52882072 0.43909898 0.62323622 0.42328466 0.48408159
0.42247408 0.51718903 0.47918156 0.53418807 0.52806319 0.58098916]
final inputs: [-2.68541911 -0.15890329 1.0631526 3.59752599 0.5652173 2.31303909
-0.04621919 -1.52381607 -2.56037675 2.6634301 ]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
0.08779742 -0.23331292 -0.04407614 0.51932147]
[-0.36512474 -0.03122321 0.31099683 0.28802511 0.04674254 0.55708159
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[-0.39828474 0.07007183 -0.04888475 0.17945658 0.02417031 0.07047155
-0.14258885 -0.19293143 -0.15055694 0.01645643]
[-0.03673406 -0.15834328 -0.08155176 0.09764012 0.11992911 0.11447047
-0.1834412 -0.20828647 -0.25670714 0.02082412]
[-0.17588409 -0.04233936 0.16951441 0.26218548 0.10874059 0.20636032
0.01015976 0.02636941 -0.07563226 0.25540624]
[-0.38457208 -0.03646779 0.14545287 0.08935056 0.06562113 0.06932649
-0.06986849 -0.04682172 -0.21127609 -0.05397961]
[-0.3943088 0.11676555 -0.12204874 0.35289203 -0.06205724 -0.04552482
-0.0345917 -0.01610829 -0.1546763 0.30517913]
[-0.16257336 0.19431092 -0.02832808 0.49665992 0.00081851 0.02884951
0.13548296 -0.33978455 -0.42476699 0.42468 ]
[-0.31028896 -0.52056741 0.00662501 0.05283178 -0.14597285 -0.05170808
-0.15455212 -0.34321866 -0.16560856 -0.13463402]
[-0.13371666 0.14207802 -0.00394697 0.62414803 -0.31589089 0.32413459
-0.17718921 -0.03465627 -0.33490406 0.39915574]
[-0.31550051 0.29082302 0.17131119 0.11845098 0.2649748 0.44003156
0.08617989 -0.01537961 -0.02729439 0.29783198]
[-0.42857804 -0.04342443 -0.12988349 0.09639811 -0.26193723 -0.24807231
-0.15556607 -0.20485501 -0.17318325 0.5233522 ]
[ 0.16451547 -0.05413433 0.23855448 -0.15743443 0.46013719 0.18738785
0.40679798 -0.09666686 -0.05918166 0.18648741]
[ 0.09831049 -0.21096829 0.09917447 0.3350274 0.15296839 0.22204952
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[-0.12080782 0.14137369 0.17243944 0.30617304 -0.14286515 -0.00311508
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[-0.35872938 0.17180137 0.24636446 0.1226334 -0.02245536 0.0093165
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[ 0.07808866 -0.22804729 0.03410399 0.10787907 -0.04084316 0.20992102
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[-0.1222585 0.00960321 0.12643252 0.15123624 0.0958082 0.15819803
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[-0.14154148 -0.15585926 -0.20312251 0.20372108 0.04970644 0.16976892
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[-0.41061007 -0.12769291 0.44515263 0.30830823 0.02911685 0.09972433
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[ 0.22842275 0.20547968 0.14149588 0.51536165 0.52232589 0.02472337
-0.12710413 -0.03915753 -0.20243117 0.45878514]
[-0.06913346 -0.05894193 -0.14294273 0.35822558 0.349762 0.08284269
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[-0.14559409 -0.14837519 0.11623218 0.32868892 -0.10281318 -0.18993844
-0.29200173 0.37457198 -0.16439182 0.05598824]
[-0.34834709 0.14243493 -0.04884167 0.0085216 0.02623857 0.10723391
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[ 0.13101769 -0.02408564 0.28109819 0.03530283 -0.12868547 0.0818535
0.45453599 -0.36927689 -0.38079167 0.25170639]
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
0.05416447 -0.03698494 0.12193927 0.04967207]]
oet: [ 2.73248359 0.20596777 -1.01608812 -3.55046151 -0.51815282 -2.26597462
0.09328366 1.57088055 2.60744123 -2.61636563]
[-2.81206359 -0.11102212 1.02737751 3.50532957 0.632354 2.02193503
0.05369532 -1.53504459 -2.58267782 2.3986935 ]
X: [ 0. 0. -0.39981678 1.62116534 2.10644035 0. 1.
0. 0. 0. 0. 1. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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[-0.06238366 -0.1725481 -0.03393849 ..., 0.09717797 -0.11844339
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...,
[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
0.0473359 ]
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-0.0733931 ]
[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
0.18043325]]
hidden inputs: [ -1.31572126e+00 2.52757995e-02 -3.44330760e-01 2.81084608e-01
9.29918964e-02 6.63717077e-01 -9.09863875e-04 4.71941865e-02
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4.23349725e-01 -7.10084817e-02 4.17674388e-02 -1.51481183e-01
8.03833738e-01 -2.75388485e-01 8.18328621e-01 -9.06308681e-02
-9.82755023e-02 -5.78459001e-01 4.78082347e-01 -4.16625251e-01
7.49952853e-01 6.75936975e-01]
hidden Outputs: [ 0.21153105 0.50631861 0.41475787 0.56981211 0.52323124 0.66009488
0.49977253 0.51179636 0.28312366 0.55271211 0.51100395 0.34642327
0.44102466 0.57193848 0.41339755 0.3358498 0.60428453 0.48225533
0.51044034 0.46220195 0.69079396 0.43158471 0.69388144 0.47735778
0.47545088 0.35928725 0.61729495 0.39732458 0.67916843 0.66283127]
final inputs: [-2.81206359 -0.11102212 1.02737751 3.50532957 0.632354 2.02193503
0.05369532 -1.53504459 -2.58267782 2.3986935 ]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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[-0.03673406 -0.15834328 -0.08155176 0.09764012 0.11992911 0.11447047
-0.1834412 -0.20828647 -0.25670714 0.02082412]
[-0.17588409 -0.04233936 0.16951441 0.26218548 0.10874059 0.20636032
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[-0.38457208 -0.03646779 0.14545287 0.08935056 0.06562113 0.06932649
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0.13548296 -0.33978455 -0.42476699 0.42468 ]
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[-0.42857804 -0.04342443 -0.12988349 0.09639811 -0.26193723 -0.24807231
-0.15556607 -0.20485501 -0.17318325 0.5233522 ]
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-0.29200173 0.37457198 -0.16439182 0.05598824]
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0.10891028 -0.08124983 -0.40017765 0.12981075]
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[-0.31149746 0.16081358 -0.26820492 0.28769601 0.19014139 -0.00597954
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 1.9384477 -0.76259376 -1.90099339 -4.37894546 -1.50596988 -2.89555092
-0.9273112 0.6614287 1.70906194 -3.27230938]
[-2.69614518 -0.11885656 1.05027157 3.48784069 0.44247518 2.01353483
0.10261708 -1.74457261 -2.53787236 2.47066725]
X: [ 1. 0. 0.8465731 1.36200377 1.13047356 0. 0.
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0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 1. ]
[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
-0.14703481]
[-0.23859104 0.18136817 -0.10998379 ..., -0.15455743 0.10361546
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[-0.06238366 -0.1725481 -0.03393849 ..., 0.09717797 -0.11844339
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...,
[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
0.0473359 ]
[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
-0.0733931 ]
[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [-0.12691086 -0.19903264 -0.53653927 -0.45485625 -0.21908806 0.59209578
-0.61112946 0.55999695 -0.60732217 0.5046093 -0.22957377 -0.48560289
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-0.29295855 -0.39881939 0.55024684 -0.19103246 0.89440366 -0.79214301
0.26037675 -0.6733454 0.66571124 0.13184749 0.06808824 0.10154503]
hidden Outputs: [ 0.4683148 0.45040545 0.368993 0.38820677 0.44544602 0.64384587
0.3518016 0.63645183 0.35267029 0.62354192 0.44285731 0.38092996
0.38433155 0.52376073 0.43078432 0.42676167 0.53720547 0.4185898
0.42727972 0.40159603 0.63419286 0.45238659 0.7097981 0.31170871
0.5647289 0.33774816 0.66054217 0.5329142 0.51701549 0.52536447]
final inputs: [-2.69614518 -0.11885656 1.05027157 3.48784069 0.44247518 2.01353483
0.10261708 -1.74457261 -2.53787236 2.47066725]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
0.08779742 -0.23331292 -0.04407614 0.51932147]
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[-0.03673406 -0.15834328 -0.08155176 0.09764012 0.11992911 0.11447047
-0.1834412 -0.20828647 -0.25670714 0.02082412]
[-0.17588409 -0.04233936 0.16951441 0.26218548 0.10874059 0.20636032
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-0.0345917 -0.01610829 -0.1546763 0.30517913]
[-0.16257336 0.19431092 -0.02832808 0.49665992 0.00081851 0.02884951
0.13548296 -0.33978455 -0.42476699 0.42468 ]
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[ 0.16451547 -0.05413433 0.23855448 -0.15743443 0.46013719 0.18738785
0.40679798 -0.09666686 -0.05918166 0.18648741]
[ 0.09831049 -0.21096829 0.09917447 0.3350274 0.15296839 0.22204952
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[ 0.22842275 0.20547968 0.14149588 0.51536165 0.52232589 0.02472337
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 2.07612988 -0.50115874 -1.67028687 -4.10785599 -1.06249049 -2.63355014
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X: [ 1. 0. -0.39981678 -1.12594737 -0.21168512 0. 1.
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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...,
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.241245 -0.38364489 -0.11340018 -0.1557305 -0.07763823 0.07728093
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hidden Outputs: [ 0.56002044 0.40524809 0.4716803 0.46114587 0.48060019 0.51931062
0.59235402 0.47983482 0.46398575 0.55559921 0.48370686 0.46598341
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0.26188258 0.55122651 0.44289 0.61114452 0.40023462 0.47977957]
final inputs: [-2.73819476 -0.21577896 1.04455562 3.38910411 0.25025024 1.95014237
-0.1050679 -1.52920151 -2.36453373 2.58005028]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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[-0.03673406 -0.15834328 -0.08155176 0.09764012 0.11992911 0.11447047
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[-0.16257336 0.19431092 -0.02832808 0.49665992 0.00081851 0.02884951
0.13548296 -0.33978455 -0.42476699 0.42468 ]
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 2.55922394 0.03680814 -1.22352644 -3.56807493 -0.42922106 -2.12911319
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[-3.05708988 -0.32878734 0.92143631 3.45486236 0.30998252 1.9957985
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X: [ 0. 0. -1.23074336 0.37718977 -0.82146002 1. 0.
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [-0.18666738 0.25541773 0.34872196 -0.2856608 0.55842554 0.18909932
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hidden Outputs: [ 0.45346819 0.56350954 0.58630762 0.42906651 0.63608816 0.54713446
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final inputs: [-3.05708988 -0.32878734 0.92143631 3.45486236 0.30998252 1.9957985
-0.28630932 -1.68842432 -2.494453 2.43765994]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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oet: [ 3.56725106 0.83894852 -0.41127512 -2.94470118 0.20017866 -1.48563732
0.7964705 2.1985855 3.00461419 -1.92749875]
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X: [ 1. 0. -0.71141425 1.25833914 0.03189788 1. 0.
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [-0.06356154 -0.52841575 -0.01201788 -0.11011995 -0.06640689 0.24914933
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0.04276058 0.24475507 -0.34007494 0.18960492 -0.18285874 -0.02248965]
hidden Outputs: [ 0.48411496 0.37088646 0.49699557 0.4724978 0.48340438 0.56196711
0.63358096 0.58297018 0.49149334 0.48292595 0.38535282 0.5084205
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0.26794086 0.39427413 0.38701556 0.35147127 0.49487907 0.44143424
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final inputs: [-2.8446807 -0.25165738 0.79960828 3.37526419 0.21369527 1.87332241
-0.21896077 -1.66396169 -2.49632122 2.40694519]
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 2.30184818 -0.29117514 -1.3424408 -3.91809671 -0.75652779 -2.41615493
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X: [ 0. 0. -1.12687754 1.56933303 -1.55384381 0. 0.
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.42930845 -0.09981482 0.64651999 -0.3003714 0.46772066 0.32908586
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hidden Outputs: [ 0.60570852 0.47506699 0.65622582 0.42546669 0.61484413 0.58153694
0.70057168 0.5626422 0.72359787 0.34435088 0.54117678 0.54161196
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0.36337576 0.60839503 0.38524856 0.60547215 0.45962975 0.39194709]
final inputs: [-3.18345616 -0.37707091 0.97100471 3.47958732 0.26665322 2.00886426
-0.16264619 -1.76199414 -2.53273235 2.61272285]
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[-0.03673406 -0.15834328 -0.08155176 0.09764012 0.11992911 0.11447047
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0.13548296 -0.33978455 -0.42476699 0.42468 ]
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[ 0.16451547 -0.05413433 0.23855448 -0.15743443 0.46013719 0.18738785
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[ 0.09831049 -0.21096829 0.09917447 0.3350274 0.15296839 0.22204952
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 3.85349596 1.04711072 -0.3009649 -2.80954751 0.40338659 -1.33882445
0.832686 2.43203395 3.20277216 -1.94268304]
[-2.87439217 -0.23694475 1.04223168 3.58354462 0.43542244 2.13389775
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X: [ 0. 1. -0.9191459 -0.29663033 0.76428167 0. 0.
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...,
[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
0.0473359 ]
[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
-0.0733931 ]
[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [-0.30872791 0.69110654 -0.60522847 0.29399231 0.53109769 -0.37818825
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hidden Outputs: [ 0.42342527 0.66621304 0.35314842 0.57297323 0.62973909 0.40656394
0.48175811 0.55602716 0.54741899 0.63314574 0.554292 0.62657606
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0.47664497 0.47197486 0.59947621 0.54629901 0.51353324 0.42900787
0.35506897 0.55365948 0.54397894 0.5490525 0.58181553 0.43891627]
final inputs: [-2.87439217 -0.23694475 1.04223168 3.58354462 0.43542244 2.13389775
-0.04911426 -1.72234398 -2.63129284 2.70423356]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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-0.1834412 -0.20828647 -0.25670714 0.02082412]
[-0.17588409 -0.04233936 0.16951441 0.26218548 0.10874059 0.20636032
0.01015976 0.02636941 -0.07563226 0.25540624]
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[-0.16257336 0.19431092 -0.02832808 0.49665992 0.00081851 0.02884951
0.13548296 -0.33978455 -0.42476699 0.42468 ]
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[ 0.22842275 0.20547968 0.14149588 0.51536165 0.52232589 0.02472337
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
0.05416447 -0.03698494 0.12193927 0.04967207]]
oet: [ 1.89051517 -0.74693226 -2.02610869 -4.56742162 -1.41929945 -3.11777475
-0.93476274 0.73846698 1.64741584 -3.68811057]
[-2.69686568 -0.0620507 1.00141907 3.46603371 0.37804189 2.19128351
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X: [ 0. 0. 1.26203639 -1.07411506 0.27629827 0. 0.
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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[-0.23859104 0.18136817 -0.10998379 ..., -0.15455743 0.10361546
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[-0.06238366 -0.1725481 -0.03393849 ..., 0.09717797 -0.11844339
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[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
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[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.64892936 -0.07552192 0.05417972 0.28504491 0.38044012 -0.02729925
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-0.19024211 -0.09051826 0.07881021 0.04752677 -0.05585673 0.14937198]
hidden Outputs: [ 0.65676915 0.48112849 0.51354162 0.57078261 0.59397925 0.49317561
0.4202593 0.45496928 0.27005542 0.66090177 0.570295 0.45118837
0.44966277 0.46874929 0.55911729 0.43677701 0.46416223 0.44626716
0.48921128 0.46063282 0.34234383 0.44923208 0.502415 0.44098136
0.4525824 0.47738587 0.51969236 0.51187946 0.48603945 0.53727372]
final inputs: [-2.69686568 -0.0620507 1.00141907 3.46603371 0.37804189 2.19128351
-0.10769044 -1.53523323 -2.41603884 2.58307188]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 3.86859359 1.23377861 0.17030884 -2.2943058 0.79368602 -1.0195556
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[-2.53780641 -0.05577461 1.06034744 3.29740333 0.47353795 1.89010058
0.02053734 -1.62273117 -2.30363266 2.3637037 ]
X: [ 1. 0. 0.8465731 0.58451904 0.27629827 0. 0.
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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-0.0733931 ]
[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [-0.14997034 -0.58856133 -0.42151096 -0.19692414 0.10833053 0.50079221
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hidden Outputs: [ 0.46257753 0.35696502 0.39615525 0.45092744 0.52705618 0.62264549
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final inputs: [-2.53780641 -0.05577461 1.06034744 3.29740333 0.47353795 1.89010058
0.02053734 -1.62273117 -2.30363266 2.3637037 ]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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[ 0.09831049 -0.21096829 0.09917447 0.3350274 0.15296839 0.22204952
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[-0.06698906 0.03027207 -0.00144172 -0.14504808 0.03214925 0.37484743
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
0.05416447 -0.03698494 0.12193927 0.04967207]]
oet: [ 2.13280029 -0.34923151 -1.46535356 -3.70240945 -0.87854407 -2.2951067
-0.42554346 1.21772505 1.89862655 -2.76870982]
[-2.44050665 -0.05343199 1.11183034 3.30703463 0.43433784 2.05766101
0.01198368 -1.40761347 -2.34334334 2.62033092]
X: [ 1. 0. 1.36590221 -1.64427052 0.03189788 0. 1.
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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[-0.23859104 0.18136817 -0.10998379 ..., -0.15455743 0.10361546
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[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
0.0473359 ]
[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
-0.0733931 ]
[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
0.18043325]]
hidden inputs: [ 0.68868948 -0.61801052 -0.44097527 -0.04057232 -0.16346947 -0.2123611
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0.63775999 -0.55520172 -0.81371774 0.42564035 -0.24516057 0.00866739
-0.43876662 0.20902688 0.12004191 0.0633581 -0.89146386 0.20607978]
hidden Outputs: [ 0.66567533 0.35023406 0.39150861 0.48985831 0.4592234 0.44710835
0.47847249 0.49742756 0.32426929 0.49934608 0.54228693 0.32432231
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0.65424693 0.36465842 0.30709883 0.60483215 0.439015 0.50216683
0.3920349 0.55206728 0.52997449 0.51583423 0.29080783 0.55133838]
final inputs: [-2.44050665 -0.05343199 1.11183034 3.30703463 0.43433784 2.05766101
0.01198368 -1.40761347 -2.34334334 2.62033092]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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[ 0.09831049 -0.21096829 0.09917447 0.3350274 0.15296839 0.22204952
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[ 0.22842275 0.20547968 0.14149588 0.51536165 0.52232589 0.02472337
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[-0.34834709 0.14243493 -0.04884167 0.0085216 0.02623857 0.10723391
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
0.05416447 -0.03698494 0.12193927 0.04967207]]
oet: [ 2.79630227 0.40922761 -0.75603472 -2.95123902 -0.07854222 -1.7018654
0.34381194 1.76340909 2.69913896 -2.26453531]
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X: [ 0. 0. 1.7813655 -0.97045042 0.76428167 0. 0.
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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[-0.23859104 0.18136817 -0.10998379 ..., -0.15455743 0.10361546
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[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
0.0473359 ]
[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
-0.0733931 ]
[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
0.18043325]]
hidden inputs: [ 0.63301553 -0.23433034 -0.06194933 0.05255804 -0.18948144 0.03376376
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0.26557744 -0.38068695 -0.18139553 0.39051694 -0.15130498 -0.18604041
-0.07428012 -0.09891094 0.16576826 0.10974344 -0.25351975 0.23008897]
hidden Outputs: [ 0.65317291 0.44168402 0.48451762 0.51313649 0.45277086 0.50844014
0.33076472 0.58223591 0.28571556 0.60206517 0.52862691 0.34969973
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0.56600685 0.40596122 0.45477506 0.59640714 0.46224575 0.45362358
0.4814385 0.47529241 0.54134743 0.52740836 0.43695736 0.5572698 ]
final inputs: [ -2.52960149e+00 -3.42487282e-02 1.12673441e+00 3.43982550e+00
4.86904037e-01 2.12956166e+00 2.18109986e-03 -1.54877067e+00
-2.38931508e+00 2.53194137e+00]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 3.34298076 0.847628 -0.31335514 -2.62644623 0.32647523 -1.31618239
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[-2.91419761 -0.37750926 0.84697278 3.48173797 0.34559898 1.87980045
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [-0.54757156 -0.26782199 -0.05377291 -0.33951805 0.05074074 0.07432207
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0.16903958 -0.2771162 -0.60329467 0.54625188 -0.00390092 0.24851725]
hidden Outputs: [ 0.36642801 0.43344187 0.48656001 0.41592655 0.51268246 0.51857197
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final inputs: [-2.91419761 -0.37750926 0.84697278 3.48173797 0.34559898 1.87980045
-0.17807643 -1.70643559 -2.55520425 2.45675624]
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[ 0.09831049 -0.21096829 0.09917447 0.3350274 0.15296839 0.22204952
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 1.93032061 -0.60636774 -1.83084979 -4.46561498 -1.32947599 -2.86367745
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X: [ 1. 0. 1.57363386 -1.12594737 -0.69966852 0. 0.
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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[-0.23859104 0.18136817 -0.10998379 ..., -0.15455743 0.10361546
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...,
[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
0.0473359 ]
[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
-0.0733931 ]
[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.36352721 -0.60059089 0.43199937 -0.07948096 0.27585156 0.05951066
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hidden Outputs: [ 0.589894 0.35420852 0.606351 0.48014021 0.56852889 0.51487328
0.44541897 0.45068357 0.33109044 0.68198335 0.49831461 0.23317904
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0.56004953 0.55273712 0.39268626 0.55708879 0.45791684 0.42732992
0.33442783 0.48786886 0.52656175 0.48868752 0.39544618 0.42439392]
final inputs: [-2.50372544 -0.04020644 1.05568146 3.34274077 0.4396595 2.05856431
-0.02533562 -1.42878055 -2.36290323 2.5500404 ]
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[-0.16257336 0.19431092 -0.02832808 0.49665992 0.00081851 0.02884951
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[ 0.22842275 0.20547968 0.14149588 0.51536165 0.52232589 0.02472337
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
0.05416447 -0.03698494 0.12193927 0.04967207]]
oet: [ 3.39428749 0.93076849 -0.16511941 -2.45217872 0.45090255 -1.16800226
0.91589767 2.3193426 3.25346529 -1.65947835]
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X: [ 1. 0. 0.4311098 -1.69610284 0.51988127 0. 0.
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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[-0.23859104 0.18136817 -0.10998379 ..., -0.15455743 0.10361546
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[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.5277723 0.16232788 -0.23332941 0.2281393 0.04590545 -0.11608972
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-0.70339065 0.44252413 0.11021796 0.54019766 -0.13348789 -0.41648048]
hidden Outputs: [ 0.62896339 0.54049309 0.44193086 0.55678873 0.51147435 0.47101012
0.43691221 0.5382332 0.46275831 0.64849116 0.55106079 0.48560719
0.5404542 0.43710575 0.47804856 0.60952224 0.44625369 0.46004474
0.46856808 0.50238402 0.42493915 0.49003754 0.37418543 0.48141416
0.33106091 0.60886032 0.52752663 0.6318584 0.46667749 0.39735925]
final inputs: [-2.72982566 -0.2032568 1.09241018 3.46422039 0.3526877 2.17758746
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 4.53004196 2.0034731 0.70780612 -1.66400409 1.44752859 -0.37737116
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [-0.64480247 0.55070324 -0.18874632 0.18863037 0.22952736 -0.18610848
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hidden Outputs: [ 0.34416174 0.63429873 0.45295301 0.54701826 0.55713124 0.45360671
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oet: [ 2.32584302 -0.20462454 -1.4129737 -4.02449049 -0.97057152 -2.5203901
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[-2.82196375 -0.1311202 1.08095649 3.42051166 0.2762691 2.10871913
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 1.21257939 -0.32617039 0.42029807 -0.45438908 0.30931869 -0.0148581
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hidden Outputs: [ 0.77075502 0.41917272 0.60355457 0.38831773 0.57671895 0.49628554
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0.64752853 0.40665665 0.40532676 0.38400318 0.50493718 0.43480997
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final inputs: [-2.82196375 -0.1311202 1.08095649 3.42051166 0.2762691 2.10871913
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.32722364 -0.10885615 -0.32017137 -0.28604824 -0.1710099 0.5769758
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0.05229824 -0.32978288 0.31904802 0.24255331 -0.12563265 -0.10820879]
hidden Outputs: [ 0.58108369 0.4728128 0.42063398 0.4289716 0.45735141 0.64037124
0.3543946 0.63112911 0.36949906 0.64771428 0.51510062 0.37888277
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0.37738758 0.45314044 0.5575431 0.46452347 0.51010268 0.38424522
0.51307158 0.41829345 0.57909223 0.56034278 0.46863308 0.47297417]
final inputs: [-2.68792531 -0.10875944 1.08329413 3.45529232 0.37932411 2.07370584
-0.00692659 -1.69639287 -2.44287941 2.46903532]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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[-0.39828474 0.07007183 -0.04888475 0.17945658 0.02417031 0.07047155
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[-0.03673406 -0.15834328 -0.08155176 0.09764012 0.11992911 0.11447047
-0.1834412 -0.20828647 -0.25670714 0.02082412]
[-0.17588409 -0.04233936 0.16951441 0.26218548 0.10874059 0.20636032
0.01015976 0.02636941 -0.07563226 0.25540624]
[-0.38457208 -0.03646779 0.14545287 0.08935056 0.06562113 0.06932649
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[-0.3943088 0.11676555 -0.12204874 0.35289203 -0.06205724 -0.04552482
-0.0345917 -0.01610829 -0.1546763 0.30517913]
[-0.16257336 0.19431092 -0.02832808 0.49665992 0.00081851 0.02884951
0.13548296 -0.33978455 -0.42476699 0.42468 ]
[-0.31028896 -0.52056741 0.00662501 0.05283178 -0.14597285 -0.05170808
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[-0.42857804 -0.04342443 -0.12988349 0.09639811 -0.26193723 -0.24807231
-0.15556607 -0.20485501 -0.17318325 0.5233522 ]
[ 0.16451547 -0.05413433 0.23855448 -0.15743443 0.46013719 0.18738785
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[-0.41061007 -0.12769291 0.44515263 0.30830823 0.02911685 0.09972433
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[-0.14559409 -0.14837519 0.11623218 0.32868892 -0.10281318 -0.18993844
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 3.12090371 0.54173784 -0.65031573 -3.02231392 0.05365429 -1.64072744
0.43990499 2.12937127 2.87585781 -2.03605692]
[-2.75467109 -0.20783217 1.14093792 3.37401693 0.19755523 2.16681931
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X: [ 1. 0. 0.53497563 -1.79976747 -1.55384381 0. 0.
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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...,
[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
0.0473359 ]
[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
-0.0733931 ]
[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 1.03324892 -0.15971321 -0.04698308 -0.17701434 0.48398897 -0.41789866
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hidden Outputs: [ 0.73754528 0.46015636 0.48825639 0.45586161 0.61868937 0.39701969
0.41561915 0.51181633 0.58340344 0.63346264 0.58469769 0.51456377
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0.56046762 0.51483902 0.35433665 0.45819329 0.26857075 0.45306513
0.33719718 0.67630892 0.48945299 0.70006465 0.32665992 0.41492658]
final inputs: [-2.75467109 -0.20783217 1.14093792 3.37401693 0.19755523 2.16681931
-0.11495699 -1.65085265 -2.39299503 2.70533006]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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0.40679798 -0.09666686 -0.05918166 0.18648741]
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
0.05416447 -0.03698494 0.12193927 0.04967207]]
oet: [ 3.38060646 0.83376753 -0.51500256 -2.74808157 0.42838013 -1.54088395
0.74089235 2.27678801 3.01893039 -2.0793947 ]
[-2.66661592 -0.25697342 1.14148005 3.16552918 0.16665165 1.99060365
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X: [ 1. 0. 0.11951233 -1.48877358 -1.55384381 0. 1.
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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[-0.23859104 0.18136817 -0.10998379 ..., -0.15455743 0.10361546
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...,
[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
0.0473359 ]
[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
-0.0733931 ]
[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.4091632 0.13610623 -0.21883046 -0.34561435 0.322748 -0.29342668
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hidden Outputs: [ 0.60088721 0.53397413 0.44550966 0.41444633 0.57999381 0.42716517
0.36801238 0.33494649 0.532196 0.58500516 0.49308415 0.55917746
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0.54657261 0.43201033 0.42380665 0.39893198 0.29316492 0.52184898
0.26946927 0.61384953 0.48391482 0.62454163 0.32976268 0.42621823]
final inputs: [-2.66661592 -0.25697342 1.14148005 3.16552918 0.16665165 1.99060365
-0.1425909 -1.47964038 -2.21899229 2.4730335 ]
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oet: [ 2.6254715 0.215829 -1.18262447 -3.2066736 -0.20779607 -2.03174807
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[-2.77178815 -0.19825421 1.04743274 3.43560913 0.49332475 1.98889608
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X: [ 0. 0. 0.22337816 0.27352514 0.51988127 0. 0.
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [-0.18734533 0.15713891 -0.14286421 -0.18856103 -0.28327066 0.6076579
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0.09708699 -0.60633334 0.22884075 0.37484467 0.17372026 -0.12835129]
hidden Outputs: [ 0.45330018 0.53920409 0.46434457 0.45299892 0.42965211 0.64740635
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0.5242527 0.35289607 0.55696182 0.5926291 0.54332117 0.46795616]
final inputs: [-2.77178815 -0.19825421 1.04743274 3.43560913 0.49332475 1.98889608
-0.01771942 -1.72554972 -2.47480895 2.36859408]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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[-0.03673406 -0.15834328 -0.08155176 0.09764012 0.11992911 0.11447047
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[-0.17588409 -0.04233936 0.16951441 0.26218548 0.10874059 0.20636032
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0.13548296 -0.33978455 -0.42476699 0.42468 ]
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[ 0.16451547 -0.05413433 0.23855448 -0.15743443 0.46013719 0.18738785
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 3.40874962 0.83521568 -0.41047127 -2.79864765 0.14363672 -1.35193461
0.65468089 2.3625112 3.11177042 -1.73163261]
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X: [ 0. 0. 0.32724398 -0.14113338 -0.21168512 0. 0.
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...,
[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
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[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
-0.0733931 ]
[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.72259161 0.36626032 -0.17128146 0.17659695 0.52002819 -0.02767729
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hidden Outputs: [ 0.67317745 0.59055503 0.45728402 0.54403486 0.62715436 0.49308112
0.46524498 0.52703471 0.5444294 0.55907742 0.5931175 0.53718835
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0.44836295 0.51142217 0.5267739 0.52938845 0.44291401 0.49264047
0.27970622 0.52510834 0.49904278 0.59784611 0.45942078 0.45325642]
final inputs: [-2.86789126 -0.35332482 1.10646731 3.65331717 0.37747739 2.26310513
-0.01199165 -1.70087047 -2.58184492 2.75301323]
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[-0.17588409 -0.04233936 0.16951441 0.26218548 0.10874059 0.20636032
0.01015976 0.02636941 -0.07563226 0.25540624]
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0.13548296 -0.33978455 -0.42476699 0.42468 ]
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
0.05416447 -0.03698494 0.12193927 0.04967207]]
oet: [ 2.79918156 0.28461512 -1.17517701 -3.72202687 -0.44618709 -2.33181484
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[-2.94532249 -0.24361755 0.98384684 3.55412384 0.36049987 2.24385253
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X: [ 0. 0. -0.39981678 0.74001598 -0.21168512 0. 0.
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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[-0.23859104 0.18136817 -0.10998379 ..., -0.15455743 0.10361546
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[-0.06238366 -0.1725481 -0.03393849 ..., 0.09717797 -0.11844339
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...,
[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
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[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.68316419 0.40335351 -0.12342614 0.19822956 0.76036883 0.10195765
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hidden Outputs: [ 0.66444455 0.59949311 0.46918258 0.54939574 0.68143381 0.52546735
0.50433975 0.41888773 0.40974133 0.54514597 0.58451473 0.55498087
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0.43720068 0.47186354 0.46153169 0.40860572 0.58892155 0.40642796
0.42398228 0.47698082 0.49721319 0.50460062 0.51083039 0.48450493]
final inputs: [-2.94532249 -0.24361755 0.98384684 3.55412384 0.36049987 2.24385253
-0.09114274 -1.63605304 -2.53401269 2.65830096]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 2.17094162 -0.53076333 -1.75822771 -4.32850472 -1.13488074 -3.01823341
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[-2.7465487 -0.29640309 0.93942158 3.34687474 0.39112709 1.97760973
-0.18969737 -1.52772194 -2.39023964 2.44748112]
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.00426978 -0.07682928 0.43028534 -0.13552069 -0.01021421 0.18612456
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-0.87088888 -0.10289126 -0.71884876 0.6187912 -0.14325269 -0.25261514]
hidden Outputs: [ 0.50106744 0.48080212 0.6059418 0.46617159 0.49744647 0.54639727
0.47209581 0.4867067 0.53114074 0.47915958 0.47148007 0.4279384
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final inputs: [-2.7465487 -0.29640309 0.93942158 3.34687474 0.39112709 1.97760973
-0.18969737 -1.52772194 -2.39023964 2.44748112]
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 1.96665477 -0.48349084 -1.71931551 -4.12676867 -1.17102102 -2.75750366
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[-2.74774421 -0.27958461 0.90796245 3.40727566 0.43534702 1.92228899
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X: [ 0. 0. -0.71141425 0.42902209 0.27629827 1. 0.
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...,
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0.0473359 ]
[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
-0.0733931 ]
[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [-0.592203 -0.05536283 -0.16856052 -0.0050019 0.01857002 0.25022563
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0.11041586 0.06604874 0.05665209 0.48616026 -0.17852369 -0.08566962]
hidden Outputs: [ 0.35612954 0.48616283 0.45795936 0.49874953 0.50464237 0.56223203
0.54810752 0.57956683 0.52922811 0.46908939 0.42701433 0.49715826
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0.52757595 0.51650619 0.51415923 0.61920147 0.45548724 0.47859569]
final inputs: [-2.74774421 -0.27958461 0.90796245 3.40727566 0.43534702 1.92228899
-0.14435292 -1.72152992 -2.54994678 2.38330724]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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-0.1834412 -0.20828647 -0.25670714 0.02082412]
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0.13548296 -0.33978455 -0.42476699 0.42468 ]
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[ 0.22842275 0.20547968 0.14149588 0.51536165 0.52232589 0.02472337
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
0.05416447 -0.03698494 0.12193927 0.04967207]]
oet: [ 1.76938027 -0.69877934 -1.8863264 -4.38563961 -1.41371097 -2.90065294
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[-2.72081742 -0.19336102 1.12667489 3.39915298 0.31148862 2.07533874
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X: [ 1. 0. 1.46976803 0.37718977 -0.69966852 0. 0.
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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[-0.23859104 0.18136817 -0.10998379 ..., -0.15455743 0.10361546
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...,
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[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.47372812 -0.12340398 -0.14936629 -0.60010946 0.26458702 0.16752906
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hidden Outputs: [ 0.61626577 0.4691881 0.4627277 0.35431865 0.56576355 0.54178458
0.3445892 0.45985981 0.51066322 0.63358777 0.51932286 0.3814406
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0.54194846 0.37433501 0.46529003 0.46302254 0.5412888 0.4800099
0.48595738 0.50280436 0.59210029 0.57642482 0.3868284 0.37278111]
final inputs: [-2.72081742 -0.19336102 1.12667489 3.39915298 0.31148862 2.07533874
-0.07047947 -1.60474883 -2.46949906 2.55216424]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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oet: [ 3.14276971 0.6153133 -0.70472261 -2.97720069 0.11046367 -1.65338645
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[-2.80484904 -0.16886114 1.02505806 3.459088 0.33932313 2.0422824
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.37456567 -0.21646128 -0.17766418 -0.53957575 -0.04872612 0.37517585
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0.0214324 -0.31931795 -0.0860445 0.19593101 0.02330523 -0.01965592]
hidden Outputs: [ 0.59256174 0.446095 0.45570042 0.36828628 0.48782088 0.59270905
0.38842283 0.66822413 0.50131831 0.57752517 0.47957525 0.39717983
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final inputs: [-2.80484904 -0.16886114 1.02505806 3.459088 0.33932313 2.0422824
-0.02201914 -1.70057477 -2.42872421 2.46889818]
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 1.84853731 -0.78745058 -1.98136978 -4.41539972 -1.29563485 -2.99859413
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[-2.87935134 -0.28907441 1.02510412 3.52352492 0.38601079 2.24351277
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X: [ 0. 0. -0.39981678 -1.59243821 -0.45608552 0. 0.
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...,
[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
0.0473359 ]
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-0.0733931 ]
[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.68452886 0.49874468 -0.16212921 0.25538852 0.56546138 -0.19594126
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hidden Outputs: [ 0.66474874 0.62216428 0.45955625 0.56350235 0.63771525 0.45117081
0.41231309 0.43395652 0.49274665 0.58493141 0.59795137 0.54486358
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0.28620977 0.56119889 0.3295161 0.61843997 0.53208429 0.45963542]
final inputs: [-2.87935134 -0.28907441 1.02510412 3.52352492 0.38601079 2.24351277
-0.18428109 -1.53505472 -2.44364296 2.6377575 ]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
0.05416447 -0.03698494 0.12193927 0.04967207]]
oet: [ 3.59900865 1.00873172 -0.3054468 -2.8038676 0.33364653 -1.52385546
0.9039384 2.25471203 3.16330027 -1.91810018]
[-2.95620296 -0.24361322 0.95078899 3.48836709 0.33273546 2.07939489
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X: [ 0. 0. -0.08821931 0.74001598 -0.82146002 0. 0.
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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[-0.23859104 0.18136817 -0.10998379 ..., -0.15455743 0.10361546
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[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.56491973 -0.22020339 0.13968085 0.01342911 0.35757177 0.20940276
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hidden Outputs: [ 0.63759011 0.44517053 0.53486355 0.50335723 0.5884525 0.55216023
0.60018674 0.60355008 0.49730623 0.46100632 0.6257908 0.45411204
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0.45770802 0.6165616 0.5167246 0.37107189 0.44401231 0.50371575
0.32046894 0.52518124 0.39442737 0.5813798 0.49235996 0.37668208]
final inputs: [-2.95620296 -0.24361322 0.95078899 3.48836709 0.33273546 2.07939489
-0.09123242 -1.62424763 -2.49088631 2.64436739]
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hidden inputs: [ 0.92123597 -0.50351323 -0.2178161 -0.08921044 -0.08778834 -0.3712411
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hidden Outputs: [ 0.71529388 0.3767154 0.44576025 0.47771217 0.478067 0.40824116
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final inputs: [-2.54212231 -0.04976792 1.13759639 3.4561905 0.43013615 2.11688677
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oet: [ 2.99715294 0.50479854 -0.68256576 -3.00115988 0.02489448 -1.66185615
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.22337674 -0.30528776 -0.74002424 -0.10016947 0.16377886 -0.14554182
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hidden Outputs: [ 0.55561313 0.42426536 0.32299884 0.47497855 0.54085344 0.46367864
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final inputs: [-2.57489216 0.00594128 1.03192672 3.558109 0.47374393 2.10721363
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oet: [ 3.0409489 0.46011545 -0.56586999 -3.09205226 -0.00768719 -1.64115689
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.67284427 -0.15004933 -0.43364321 -0.54281333 0.29481023 -0.34184139
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hidden Outputs: [ 0.66213975 0.46255789 0.3932567 0.36753337 0.57317335 0.41536225
0.40090583 0.48635564 0.45064368 0.62310177 0.47179405 0.47691861
0.38344324 0.48298566 0.5087706 0.51054664 0.50647854 0.37446661
0.57453357 0.50414054 0.37303929 0.4173312 0.45036646 0.37839452
0.35470652 0.56932386 0.42781721 0.58536691 0.47770671 0.51706968]
final inputs: [-2.69179638 -0.17530676 0.97311162 3.39381254 0.26203438 2.10921878
-0.11255418 -1.54086051 -2.34762323 2.58925915]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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[-0.39828474 0.07007183 -0.04888475 0.17945658 0.02417031 0.07047155
-0.14258885 -0.19293143 -0.15055694 0.01645643]
[-0.03673406 -0.15834328 -0.08155176 0.09764012 0.11992911 0.11447047
-0.1834412 -0.20828647 -0.25670714 0.02082412]
[-0.17588409 -0.04233936 0.16951441 0.26218548 0.10874059 0.20636032
0.01015976 0.02636941 -0.07563226 0.25540624]
[-0.38457208 -0.03646779 0.14545287 0.08935056 0.06562113 0.06932649
-0.06986849 -0.04682172 -0.21127609 -0.05397961]
[-0.3943088 0.11676555 -0.12204874 0.35289203 -0.06205724 -0.04552482
-0.0345917 -0.01610829 -0.1546763 0.30517913]
[-0.16257336 0.19431092 -0.02832808 0.49665992 0.00081851 0.02884951
0.13548296 -0.33978455 -0.42476699 0.42468 ]
[-0.31028896 -0.52056741 0.00662501 0.05283178 -0.14597285 -0.05170808
-0.15455212 -0.34321866 -0.16560856 -0.13463402]
[-0.13371666 0.14207802 -0.00394697 0.62414803 -0.31589089 0.32413459
-0.17718921 -0.03465627 -0.33490406 0.39915574]
[-0.31550051 0.29082302 0.17131119 0.11845098 0.2649748 0.44003156
0.08617989 -0.01537961 -0.02729439 0.29783198]
[-0.42857804 -0.04342443 -0.12988349 0.09639811 -0.26193723 -0.24807231
-0.15556607 -0.20485501 -0.17318325 0.5233522 ]
[ 0.16451547 -0.05413433 0.23855448 -0.15743443 0.46013719 0.18738785
0.40679798 -0.09666686 -0.05918166 0.18648741]
[ 0.09831049 -0.21096829 0.09917447 0.3350274 0.15296839 0.22204952
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[ 0.07808866 -0.22804729 0.03410399 0.10787907 -0.04084316 0.20992102
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[-0.14154148 -0.15585926 -0.20312251 0.20372108 0.04970644 0.16976892
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[-0.41061007 -0.12769291 0.44515263 0.30830823 0.02911685 0.09972433
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[ 0.22842275 0.20547968 0.14149588 0.51536165 0.52232589 0.02472337
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[-0.06913346 -0.05894193 -0.14294273 0.35822558 0.349762 0.08284269
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[-0.14559409 -0.14837519 0.11623218 0.32868892 -0.10281318 -0.18993844
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[-0.34834709 0.14243493 -0.04884167 0.0085216 0.02623857 0.10723391
-0.27603011 -0.19405315 -0.23892243 -0.13038091]
[-0.06698906 0.03027207 -0.00144172 -0.14504808 0.03214925 0.37484743
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[ 0.13101769 -0.02408564 0.28109819 0.03530283 -0.12868547 0.0818535
0.45453599 -0.36927689 -0.38079167 0.25170639]
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[-0.31149746 0.16081358 -0.26820492 0.28769601 0.19014139 -0.00597954
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
0.05416447 -0.03698494 0.12193927 0.04967207]]
oet: [ 2.13793775 -0.37855187 -1.52697025 -3.94767117 -0.81589301 -2.66307741
-0.44130445 0.98700187 1.79376459 -3.14311778]
[-2.46625643 -0.0566918 1.16081975 3.36753161 0.51861596 2.14813515
0.07183294 -1.54734291 -2.3401694 2.47801564]
X: [ 0. 0. 2.30069462 -1.28144432 -0.21168512 0. 0.
1. 0. 1. 0. 0. 0. 0.
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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[-0.23859104 0.18136817 -0.10998379 ..., -0.15455743 0.10361546
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...,
[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
0.0473359 ]
[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
-0.0733931 ]
[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.62944892 -0.09061279 0.17212749 0.15365002 -0.27557591 -0.18376527
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0.32407695 -0.35628214 0.4531722 -0.0561355 -0.838911 -0.21006049
0.85780639 -0.40088881 -0.33831766 0.19215958 0.24194054 -0.46727679
-0.200481 -0.20077681 0.27821219 0.39438248 -0.37863736 0.21441863]
hidden Outputs: [ 0.6523645 0.47736229 0.54292594 0.53833711 0.43153873 0.45418753
0.31932643 0.46960424 0.27468781 0.60620469 0.44910168 0.30943845
0.58031751 0.41185985 0.61139319 0.48596981 0.30176419 0.44767713
0.70220214 0.40109881 0.4162182 0.54789261 0.56019181 0.38526099
0.45004695 0.44997374 0.56910786 0.59733725 0.40645559 0.55340022]
final inputs: [-2.46625643 -0.0566918 1.16081975 3.36753161 0.51861596 2.14813515
0.07183294 -1.54734291 -2.3401694 2.47801564]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
0.08779742 -0.23331292 -0.04407614 0.51932147]
[-0.36512474 -0.03122321 0.31099683 0.28802511 0.04674254 0.55708159
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[-0.39828474 0.07007183 -0.04888475 0.17945658 0.02417031 0.07047155
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[-0.03673406 -0.15834328 -0.08155176 0.09764012 0.11992911 0.11447047
-0.1834412 -0.20828647 -0.25670714 0.02082412]
[-0.17588409 -0.04233936 0.16951441 0.26218548 0.10874059 0.20636032
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-0.0345917 -0.01610829 -0.1546763 0.30517913]
[-0.16257336 0.19431092 -0.02832808 0.49665992 0.00081851 0.02884951
0.13548296 -0.33978455 -0.42476699 0.42468 ]
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[ 0.16451547 -0.05413433 0.23855448 -0.15743443 0.46013719 0.18738785
0.40679798 -0.09666686 -0.05918166 0.18648741]
[ 0.09831049 -0.21096829 0.09917447 0.3350274 0.15296839 0.22204952
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 2.77243454 0.36286991 -0.85464164 -3.0613535 -0.21243784 -1.84195704
0.23434517 1.85352102 2.64634751 -2.17183753]
[-2.79247392 -0.12189208 1.05030908 3.4422747 0.3349148 2.06314022
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X: [ 1. 0. 0.32724398 0.06619588 -0.21168512 0. 1.
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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[-0.23859104 0.18136817 -0.10998379 ..., -0.15455743 0.10361546
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[-0.06238366 -0.1725481 -0.03393849 ..., 0.09717797 -0.11844339
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...,
[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
0.0473359 ]
[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
-0.0733931 ]
[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
0.18043325]]
hidden inputs: [ 0.71285555 -0.09826564 -0.27368756 -0.47018116 0.43426751 -0.00625942
0.08746604 -0.45146977 -0.61402944 -0.21031488 -0.21137815 -0.13076432
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0.44793081 -0.28484656 -0.20504098 -0.08202776 0.1142029 -0.06096144
-0.58397883 0.13672957 -0.12294499 -0.35114357 -0.01745922 0.30579154]
hidden Outputs: [ 0.67103183 0.47545334 0.43200203 0.38457337 0.60689225 0.49843515
0.52185258 0.38901137 0.35114058 0.44761423 0.44735135 0.46735542
0.34875416 0.48167482 0.64967471 0.51161171 0.57375126 0.42329499
0.61014715 0.42926598 0.44891859 0.47950455 0.52851974 0.48476436
0.35801758 0.53412924 0.46930241 0.41310514 0.49563531 0.57585769]
final inputs: [-2.79247392 -0.12189208 1.05030908 3.4422747 0.3349148 2.06314022
-0.10688769 -1.42914509 -2.33001702 2.61830624]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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[-0.17588409 -0.04233936 0.16951441 0.26218548 0.10874059 0.20636032
0.01015976 0.02636941 -0.07563226 0.25540624]
[-0.38457208 -0.03646779 0.14545287 0.08935056 0.06562113 0.06932649
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[-0.16257336 0.19431092 -0.02832808 0.49665992 0.00081851 0.02884951
0.13548296 -0.33978455 -0.42476699 0.42468 ]
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 2.60799004 -0.0625918 -1.23479296 -3.62675858 -0.51939868 -2.24762409
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[-2.47852538 -0.04742912 1.08831565 3.38550436 0.43183114 2.06605181
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X: [ 1. 0. 1.88523132 -1.69610284 -0.21168512 0. 0.
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.83052508 -1.01301829 0.12243835 -0.35951315 -0.1280654 0.05134193
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-0.21299495 -0.18262984 -0.37953882 0.58789281 -0.4626246 -0.1546028 ]
hidden Outputs: [ 0.69646594 0.26638958 0.53057141 0.41107742 0.46802734 0.51283266
0.46195715 0.55596888 0.29031691 0.64222528 0.50563559 0.21589521
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0.44695166 0.45446902 0.40623813 0.64288151 0.38636338 0.4614261 ]
final inputs: [-2.47852538 -0.04742912 1.08831565 3.38550436 0.43183114 2.06605181
0.01731941 -1.435927 -2.3135463 2.54113409]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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0.13548296 -0.33978455 -0.42476699 0.42468 ]
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 5.41443123 2.98333497 1.84759019 -0.44959852 2.5040747 0.86985404
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[-3.04607412 -0.35986524 0.98038362 3.34220723 0.18512897 1.92789191
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X: [ 1. 0. -1.43847501 0.63635135 -1.55384381 1. 0.
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.1187613 -0.10552345 0.2040016 -0.46669204 0.57424176 0.09577137
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hidden Outputs: [ 0.52965548 0.47364359 0.55082426 0.38539949 0.63974136 0.52392456
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final inputs: [-3.04607412 -0.35986524 0.98038362 3.34220723 0.18512897 1.92789191
-0.23463536 -1.74507219 -2.37301225 2.41111515]
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oet: [ 2.17245824 -0.51375064 -1.8539995 -4.21582311 -1.05874486 -2.8015078
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X: [ 0. 0. 1.46976803 -0.19296569 0.27629827 0. 0.
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.51929225 -0.11461854 0.16205402 -0.22957866 -0.24743876 0.16089315
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-0.31061077 -0.18283717 0.31307598 0.26901273 0.04962669 0.06212889]
hidden Outputs: [ 0.62698226 0.47137669 0.54042507 0.4428561 0.43845401 0.54013674
0.40878653 0.5855239 0.43594184 0.59711861 0.50157675 0.41590886
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0.46467004 0.40182972 0.42239013 0.58928267 0.48944324 0.37737648
0.42296566 0.45441762 0.57763589 0.56685051 0.51240413 0.51552723]
final inputs: [-2.67702045 -0.10137491 1.0746436 3.52038067 0.4340585 2.10623556
-0.01618071 -1.71572868 -2.46259897 2.57907562]
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hidden inputs: [-0.17805147 -0.21857328 0.10626773 -0.10916883 -0.07729041 0.04396312
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hidden Outputs: [ 0.45560436 0.44557319 0.52654196 0.47273486 0.48068701 0.51098901
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final inputs: [-2.88383243 -0.31804139 0.77650173 3.38842127 0.23732318 1.85703442
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [-0.05786975 -0.19286535 -0.40726745 -0.20326019 -0.13416197 0.21456404
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hidden Outputs: [ 0.4855366 0.45193257 0.39956752 0.44935918 0.46650973 0.55343616
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final inputs: [-2.4968075 -0.09492175 1.09014627 3.52066323 0.58960063 2.13800066
0.19049968 -1.4210382 -2.55298422 2.65449003]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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oet: [ 3.81738792 1.41550217 0.23043415 -2.20008281 0.73097979 -0.81742024
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.10669648 -0.04693247 -0.27680845 -0.46392107 0.21065721 0.27186571
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hidden Outputs: [ 0.52664884 0.48826903 0.4312364 0.38605605 0.55247041 0.56755088
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final inputs: [ -2.63173364e+00 -5.89008671e-02 1.12628588e+00 3.42794821e+00
4.26890210e-01 2.04191106e+00 -3.04415049e-03 -1.59370112e+00
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 4.82888998 2.2560572 1.07087045 -1.23079187 1.77026612 0.15524528
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [-0.03871836 -0.40297742 0.02304651 -0.07718117 0.16039855 0.15298289
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0.4125811 0.59696539 -0.16234637 0.32605594 -0.39307999 -0.3459101 ]
hidden Outputs: [ 0.49032162 0.40059719 0.50576137 0.48071428 0.54001389 0.53817131
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final inputs: [-2.79909779 -0.29423872 0.85953948 3.31479521 0.24494231 1.85881564
-0.24789729 -1.64102169 -2.54171905 2.44459088]
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0.13548296 -0.33978455 -0.42476699 0.42468 ]
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 1.84829912 -0.65655994 -1.81033815 -4.26559388 -1.19574098 -2.80961431
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X: [ 1. 0. 0.95043892 0.84368061 -0.21168512 0. 0.
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[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
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[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.18925697 -0.3574121 -0.33807108 -0.41457729 -0.02498697 0.42933735
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-0.02583717 -0.24759749 -0.03067471 0.40535807 -0.03804475 0.00341265]
hidden Outputs: [ 0.54717352 0.41158617 0.41627811 0.39781508 0.49375358 0.60571542
0.42217494 0.60832696 0.46667858 0.54419135 0.44798231 0.34782392
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0.49354107 0.43841493 0.49233192 0.59997431 0.49048996 0.50085316]
final inputs: [-2.68790959 -0.133883 1.06677738 3.39367737 0.39599286 1.96488695
-0.03980737 -1.68347569 -2.33546239 2.37580654]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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0.01015976 0.02636941 -0.07563226 0.25540624]
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[ 0.22842275 0.20547968 0.14149588 0.51536165 0.52232589 0.02472337
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
0.05416447 -0.03698494 0.12193927 0.04967207]]
oet: [ 1.73711092 -0.81691567 -2.01757604 -4.34447603 -1.34679153 -2.91568561
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X: [ 1. 0. -1.43847501 -1.59243821 -0.82146002 1. 0.
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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[-0.23859104 0.18136817 -0.10998379 ..., -0.15455743 0.10361546
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...,
[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
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[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
-0.0733931 ]
[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [-0.07547015 -0.42881507 0.07171037 -0.62665515 0.6588592 -0.18120022
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-0.40278472 0.00732666 -0.55371505 0.43835682 -0.33164267 -0.17040552]
hidden Outputs: [ 0.48114141 0.39440932 0.51791991 0.34826936 0.65900408 0.45482349
0.55984918 0.43232889 0.59659482 0.63415117 0.38581517 0.46815493
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0.43110784 0.61978036 0.4166155 0.45748965 0.38833506 0.46382277
0.40064346 0.50183166 0.36500292 0.60786743 0.41784099 0.45750141]
final inputs: [-2.77901204 -0.28944756 0.93282279 3.37024313 0.27285875 1.92750051
-0.19319977 -1.52512791 -2.39802702 2.52519966]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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hidden inputs: [ 0.19179994 0.06275119 -0.07007521 -0.06705127 -0.10408952 -0.04812737
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hidden Outputs: [ 0.54780353 0.51568265 0.48248836 0.48324346 0.47400109 0.48797048
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final inputs: [-2.78671657 -0.21787089 1.00158789 3.35654531 0.23029027 2.01873936
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [-0.04776153 -0.10524998 0.18418504 -0.2915748 -0.21879991 0.52808993
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hidden Outputs: [ 0.48806189 0.47371177 0.54591653 0.42761837 0.44551721 0.62903751
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final inputs: [-2.7431513 -0.23973248 1.00424528 3.45195303 0.47817754 1.98039411
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oet: [ 3.67230474 1.16888593 -0.07509184 -2.52279958 0.4509759 -1.05124067
1.01357692 2.55426863 3.4362965 -1.49334113]
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [-0.12270925 0.46474971 0.1169135 -0.30312513 0.25010598 0.21951778
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hidden Outputs: [ 0.46936112 0.61414033 0.52919513 0.4247937 0.56220259 0.55466012
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0.37264771 0.48570887 0.43004 0.45232736 0.50976788 0.49256721
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final inputs: [-2.90347399 -0.42416317 0.99484051 3.50604777 0.29087732 2.07674482
-0.17114647 -1.71305951 -2.58933615 2.48165311]
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[-0.39828474 0.07007183 -0.04888475 0.17945658 0.02417031 0.07047155
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[-0.03673406 -0.15834328 -0.08155176 0.09764012 0.11992911 0.11447047
-0.1834412 -0.20828647 -0.25670714 0.02082412]
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[-0.38457208 -0.03646779 0.14545287 0.08935056 0.06562113 0.06932649
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[-0.3943088 0.11676555 -0.12204874 0.35289203 -0.06205724 -0.04552482
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[-0.16257336 0.19431092 -0.02832808 0.49665992 0.00081851 0.02884951
0.13548296 -0.33978455 -0.42476699 0.42468 ]
[-0.31028896 -0.52056741 0.00662501 0.05283178 -0.14597285 -0.05170808
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[-0.42857804 -0.04342443 -0.12988349 0.09639811 -0.26193723 -0.24807231
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 1.86997948 -0.60933134 -2.02833502 -4.53954228 -1.32437183 -3.11023933
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X: [ 0. 0. -0.29595096 0.22169283 0.27629827 0. 0.
0. 1. 1. 0. 0. 0. 0.
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
0.0473359 ]
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [-0.21843319 0.29315033 -0.20354518 0.21403423 0.59249702 0.31032914
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hidden Outputs: [ 0.4456078 0.57276721 0.44928867 0.55330522 0.64393787 0.5769656
0.4261849 0.46506566 0.49383026 0.55770371 0.60830515 0.59654069
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0.43594069 0.47512816 0.47307528 0.47609877 0.56375005 0.4872299
0.40104565 0.56216153 0.50020854 0.51791397 0.49205907 0.42846845]
final inputs: [-2.88285041 -0.27273403 0.98224382 3.44240769 0.46102091 2.13046525
-0.09257123 -1.61886035 -2.63863319 2.63647875]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 1.85486896 -0.75524742 -2.01022527 -4.47038915 -1.48900237 -3.1584467
-0.93541023 0.5908789 1.61065173 -3.6644602 ]
[-2.61679723 -0.08759611 1.01658804 3.27003294 0.37680743 1.97166915
-0.06462291 -1.56209525 -2.34157409 2.43723409]
X: [ 1. 0. 1.05430474 -0.08930106 -0.45608552 0. 0.
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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[-0.23859104 0.18136817 -0.10998379 ..., -0.15455743 0.10361546
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[-0.06238366 -0.1725481 -0.03393849 ..., 0.09717797 -0.11844339
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[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
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[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.45583005 -0.45484153 0.10813986 -0.22330619 -0.04463852 0.49180492
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-0.20791828 -0.12045752 0.08648504 0.10105267 -0.59748917 -0.25495451]
hidden Outputs: [ 0.61202448 0.38821027 0.52700865 0.44440429 0.48884222 0.62053153
0.42711675 0.55773915 0.35057018 0.53200452 0.54612982 0.35960277
0.45743047 0.42672012 0.52731394 0.51238336 0.44169403 0.35350712
0.3419094 0.42459866 0.39136027 0.4377916 0.51592821 0.48001425
0.44820688 0.46992198 0.52160779 0.52524169 0.35491834 0.4366044 ]
final inputs: [-2.61679723 -0.08759611 1.01658804 3.27003294 0.37680743 1.97166915
-0.06462291 -1.56209525 -2.34157409 2.43723409]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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oet: [ 3.38607205 0.85687093 -0.24731322 -2.50075812 0.39246739 -1.20239433
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...,
[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
0.0473359 ]
[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
-0.0733931 ]
[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [-0.7717646 -0.18213182 0.06454676 -0.19411396 0.4195695 0.11242259
0.1844189 0.22692135 0.64296745 -0.00567705 -0.44302552 0.39703232
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0.00492089 0.58879524 -0.61353422 -0.17065845 0.21291035 -0.3854976 ]
hidden Outputs: [ 0.31609751 0.4545925 0.51613109 0.45162332 0.60338023 0.52807608
0.5459745 0.55648815 0.65542395 0.49858074 0.39102028 0.59797443
0.39709767 0.64835548 0.41325214 0.42126844 0.5818617 0.52254554
0.41067113 0.53972844 0.48269442 0.32431825 0.48609764 0.55690305
0.50123022 0.64308867 0.35125342 0.45743864 0.55302742 0.40480163]
final inputs: [-2.9148524 -0.39906229 0.79464709 3.34153155 0.32204614 1.88234529
-0.22776572 -1.57634209 -2.60486746 2.37889447]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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[-0.39828474 0.07007183 -0.04888475 0.17945658 0.02417031 0.07047155
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[-0.03673406 -0.15834328 -0.08155176 0.09764012 0.11992911 0.11447047
-0.1834412 -0.20828647 -0.25670714 0.02082412]
[-0.17588409 -0.04233936 0.16951441 0.26218548 0.10874059 0.20636032
0.01015976 0.02636941 -0.07563226 0.25540624]
[-0.38457208 -0.03646779 0.14545287 0.08935056 0.06562113 0.06932649
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[-0.3943088 0.11676555 -0.12204874 0.35289203 -0.06205724 -0.04552482
-0.0345917 -0.01610829 -0.1546763 0.30517913]
[-0.16257336 0.19431092 -0.02832808 0.49665992 0.00081851 0.02884951
0.13548296 -0.33978455 -0.42476699 0.42468 ]
[-0.31028896 -0.52056741 0.00662501 0.05283178 -0.14597285 -0.05170808
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[-0.42857804 -0.04342443 -0.12988349 0.09639811 -0.26193723 -0.24807231
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[ 0.16451547 -0.05413433 0.23855448 -0.15743443 0.46013719 0.18738785
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[ 0.07808866 -0.22804729 0.03410399 0.10787907 -0.04084316 0.20992102
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[-0.41061007 -0.12769291 0.44515263 0.30830823 0.02911685 0.09972433
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[-0.14559409 -0.14837519 0.11623218 0.32868892 -0.10281318 -0.18993844
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 2.12393236 -0.39185775 -1.58556713 -4.13245159 -1.11296618 -2.67326533
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[-2.59960323 -0.12173598 1.05846051 3.3604177 0.53449044 2.0237251
-0.01787488 -1.60075025 -2.36712283 2.44651709]
X: [ 0. 0. 1.15817056 -0.60762422 -0.21168512 0. 0.
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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...,
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.54366293 -0.33241831 -0.09122751 0.17897519 -0.18426017 -0.00463451
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0.49741585 -0.36358799 -0.05107679 0.08195508 0.26904067 -0.29142204
-0.05300003 -0.04283314 -0.15628274 0.27010123 0.01283985 -0.0198348 ]
hidden Outputs: [ 0.6326641 0.41765233 0.47720893 0.54462474 0.45406485 0.49884137
0.38674796 0.56227783 0.3887641 0.46569774 0.45503177 0.36291775
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0.62185185 0.41009129 0.48723358 0.52047731 0.56685738 0.42765576
0.48675309 0.48929335 0.46100865 0.56711776 0.50320992 0.49504146]
final inputs: [-2.59960323 -0.12173598 1.05846051 3.3604177 0.53449044 2.0237251
-0.01787488 -1.60075025 -2.36712283 2.44651709]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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[-0.03673406 -0.15834328 -0.08155176 0.09764012 0.11992911 0.11447047
-0.1834412 -0.20828647 -0.25670714 0.02082412]
[-0.17588409 -0.04233936 0.16951441 0.26218548 0.10874059 0.20636032
0.01015976 0.02636941 -0.07563226 0.25540624]
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-0.0345917 -0.01610829 -0.1546763 0.30517913]
[-0.16257336 0.19431092 -0.02832808 0.49665992 0.00081851 0.02884951
0.13548296 -0.33978455 -0.42476699 0.42468 ]
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0.40679798 -0.09666686 -0.05918166 0.18648741]
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 2.66320687 0.18533962 -0.99485686 -3.29681406 -0.4708868 -1.96012145
0.08147852 1.66435389 2.43072648 -2.38291345]
[-2.80428919 -0.18157995 1.01415701 3.33662434 0.38652508 1.93775689
0.01072717 -1.60536411 -2.52931467 2.52299236]
X: [ 1. 0. 0.8465731 1.05100987 -0.45608552 0. 0.
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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[-0.23859104 0.18136817 -0.10998379 ..., -0.15455743 0.10361546
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[-0.06238366 -0.1725481 -0.03393849 ..., 0.09717797 -0.11844339
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...,
[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
0.0473359 ]
[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
-0.0733931 ]
[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
0.18043325]]
hidden inputs: [ 0.14439959 -0.80919668 0.4626976 -0.46796181 0.26364931 0.95972992
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0.2525237 -0.2453668 0.2018325 -0.25938757 0.06177052 -0.38350067
-0.01887065 -0.18779742 -0.00452702 0.03977456 -0.20334575 -0.62181868]
hidden Outputs: [ 0.5360373 0.30806171 0.61365393 0.38509877 0.56553316 0.72306773
0.47434005 0.56573626 0.46836068 0.53478147 0.47451454 0.39806147
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0.56279757 0.43896421 0.55028753 0.43551426 0.51543772 0.40528286
0.49528248 0.45318814 0.49886825 0.50994233 0.44933801 0.34936793]
final inputs: [-2.80428919 -0.18157995 1.01415701 3.33662434 0.38652508 1.93775689
0.01072717 -1.60536411 -2.52931467 2.52299236]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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[ 0.09831049 -0.21096829 0.09917447 0.3350274 0.15296839 0.22204952
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 2.00234304 -0.6203662 -1.81610317 -4.13857049 -1.18847124 -2.73970304
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[-3.05920878 -0.37213826 1.06878417 3.45677243 0.25302835 2.14000655
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[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
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-0.0733931 ]
[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.67491511 0.33549856 0.10273906 -0.14669305 0.84020564 0.50129185
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-0.49495104 0.46952534 -0.1845775 0.25390538 -0.41616301 -0.64171009]
hidden Outputs: [ 0.66260286 0.58309666 0.5256622 0.46339236 0.69850852 0.62276287
0.53628479 0.47983188 0.66220313 0.51642239 0.52085862 0.65392435
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0.37872792 0.61527141 0.45398619 0.56313751 0.39743527 0.34486007]
final inputs: [-3.05920878 -0.37213826 1.06878417 3.45677243 0.25302835 2.14000655
-0.12760986 -1.74139378 -2.55302173 2.69348922]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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[-0.03673406 -0.15834328 -0.08155176 0.09764012 0.11992911 0.11447047
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0.13548296 -0.33978455 -0.42476699 0.42468 ]
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[ 0.16451547 -0.05413433 0.23855448 -0.15743443 0.46013719 0.18738785
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[ 0.09831049 -0.21096829 0.09917447 0.3350274 0.15296839 0.22204952
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 2.19110595 -0.49596457 -1.936887 -4.32487526 -1.12113118 -3.00810938
-0.74049297 0.87329095 1.6849189 -3.56159205]
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X: [ 0. 0. 0.95043892 -0.60762422 -1.55384381 0. 0.
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[-0.23859104 0.18136817 -0.10998379 ..., -0.15455743 0.10361546
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...,
[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
0.0473359 ]
[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
-0.0733931 ]
[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.63732839 -0.13529233 0.11940195 -0.00334908 0.43320911 -0.08973316
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0.12060925 -0.0430228 -0.45267004 -0.01592989 -0.02602784 -0.24716922
-0.55673237 0.31647163 -0.09029725 -0.04282255 -0.19198071 -0.5838336 ]
hidden Outputs: [ 0.65414929 0.46622842 0.52981507 0.49916273 0.60663971 0.47758175
0.40179813 0.47411268 0.5475628 0.56035006 0.50265856 0.37980286
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0.53011581 0.48924596 0.38872613 0.49601761 0.49349341 0.43852037
0.36430386 0.57846412 0.47744101 0.489296 0.45215169 0.35805096]
final inputs: [-2.62672473 -0.1593493 1.0305417 3.29231049 0.40410327 2.03137001
-0.14545925 -1.55404512 -2.326155 2.46986428]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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[-0.17588409 -0.04233936 0.16951441 0.26218548 0.10874059 0.20636032
0.01015976 0.02636941 -0.07563226 0.25540624]
[-0.38457208 -0.03646779 0.14545287 0.08935056 0.06562113 0.06932649
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0.13548296 -0.33978455 -0.42476699 0.42468 ]
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 2.85572006 0.38834463 -0.80154637 -3.06331516 -0.17510794 -1.80237469
0.37445458 1.78304045 2.55515033 -2.24086895]
[-2.61374752 -0.18452961 0.91113658 3.4653782 0.38183561 2.11608859
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X: [ 0. 0. 0.74270727 -0.08930106 -0.21168512 0. 1.
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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[-0.23859104 0.18136817 -0.10998379 ..., -0.15455743 0.10361546
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[-0.06238366 -0.1725481 -0.03393849 ..., 0.09717797 -0.11844339
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...,
[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
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[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.603673 -0.50907302 -0.2490184 -0.20400186 -0.03622546 -0.05844424
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-0.58987168 0.09982667 -0.28232969 0.31438473 -0.03593197 -0.14734696]
hidden Outputs: [ 0.64649618 0.37541086 0.43806512 0.44917567 0.49094462 0.4853931
0.49909069 0.56493665 0.42735253 0.60200388 0.49649251 0.33617449
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0.60867851 0.55221652 0.35430005 0.48203092 0.48974187 0.38481147
0.3566643 0.52493596 0.42988271 0.57795516 0.49101797 0.46322976]
final inputs: [-2.61374752 -0.18452961 0.91113658 3.4653782 0.38183561 2.11608859
-0.03344087 -1.52538397 -2.47333144 2.59510344]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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oet: [ 1.92206248 -0.50715542 -1.60282161 -4.15706324 -1.07352065 -2.80777362
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.22803051 -0.25229631 0.07189573 -0.21961543 0.19151377 -0.39630718
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hidden Outputs: [ 0.55676188 0.43725838 0.51796619 0.44531576 0.54773264 0.4021999
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final inputs: [-2.88148192 -0.40445882 0.81478097 3.24906303 0.16396366 1.81679309
-0.40766891 -1.6218774 -2.37920816 2.35965492]
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 2.11812716 -0.35889594 -1.57813573 -4.01241779 -0.92731842 -2.58014785
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.54069251 -0.36941108 0.43559345 -0.63859481 -0.15005896 0.63594067
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-0.34222412 -0.03103647 0.08063249 0.44542784 -0.44606021 -0.44924069]
hidden Outputs: [ 0.6319735 0.40868333 0.60720854 0.34556425 0.4625555 0.65383527
0.46398979 0.60624853 0.53545014 0.57646102 0.48651775 0.41221102
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final inputs: [-2.81435811 -0.22531851 1.06795205 3.4667652 0.28704746 2.00911493
-0.05993268 -1.70204129 -2.48631202 2.55579645]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 3.83172045 1.24268085 -0.05058971 -2.44940286 0.73031488 -0.99175259
1.07729502 2.71940363 3.50367436 -1.53843411]
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X: [ 1. 0. 0.22337816 -2.00709673 2.10644035 1. 0.
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[-0.23859104 0.18136817 -0.10998379 ..., -0.15455743 0.10361546
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.13285741 -0.4735384 -0.47842276 0.1061434 -0.02799543 -0.45642697
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hidden Outputs: [ 0.53316558 0.3837791 0.38262464 0.52651096 0.4930016 0.38783379
0.55870373 0.5083588 0.24989012 0.69701947 0.40049458 0.53122381
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final inputs: [-2.47781404 -0.10565948 0.95328429 3.45287838 0.34362034 2.02743754
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[-2.80402341 -0.1192111 1.08816355 3.38519292 0.24058025 2.06959454
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X: [ 1. 0. 1.36590221 0.16986051 -1.55384381 0. 0.
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 1.12876578 -0.48645155 0.35570864 -0.5179015 0.43061117 0.27516412
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hidden Outputs: [ 0.75561106 0.38072985 0.58800122 0.37334306 0.6060196 0.56836025
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final inputs: [-2.80402341 -0.1192111 1.08816355 3.38519292 0.24058025 2.06959454
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 2.58094814 -0.10386417 -1.31123882 -3.60826819 -0.46365552 -2.29266981
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X: [ 1. 0. 0.32724398 1.62116534 -0.45608552 0. 1.
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.10441616 -0.37772375 -0.09305853 -0.46884244 0.18543902 0.38266273
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hidden Outputs: [ 0.52608035 0.40667602 0.47675214 0.38489026 0.54622736 0.59451516
0.53527145 0.51236403 0.48693427 0.47426855 0.43719369 0.27922678
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0.4419664 0.5229547 0.460223 0.3891931 0.4461074 0.60290923]
final inputs: [-2.79713439 -0.19406016 1.07505849 3.40725457 0.41081497 2.04107896
-0.02298644 -1.4616258 -2.42564883 2.47759917]
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oet: [ 2.25981493 -0.3432593 -1.61237795 -3.94457404 -0.94813443 -2.57839843
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X: [ 1. 0. 1.26203639 0.58451904 -0.69966852 0. 0.
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.60228947 -0.52400654 0.17309011 -0.20857216 -0.25865849 0.33297482
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hidden Outputs: [ 0.64617993 0.37191585 0.54316481 0.44804517 0.43569351 0.58248302
0.38320657 0.54543579 0.35818329 0.53748613 0.42472328 0.30699743
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0.56399524 0.3760986 0.52175295 0.43090003 0.58211862 0.33779375
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final inputs: [-2.67788501 -0.08803552 1.07196828 3.36519452 0.39800819 2.00201894
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hidden inputs: [ 0.73626644 -0.16265215 -0.03269573 0.15062872 0.13553577 -0.06953807
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hidden Outputs: [ 0.67617889 0.45942637 0.4918268 0.53758614 0.53383217 0.48262249
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-0.50491121 -0.16187657 -0.28979408 -0.03816046 0.11639512 -0.16805829]
hidden Outputs: [ 0.40489447 0.36202028 0.57888886 0.51852265 0.54830046 0.61141773
0.59410144 0.60083339 0.50507018 0.5801608 0.43437 0.33974023
0.39344086 0.46678817 0.47180157 0.58776399 0.61366916 0.58728631
0.35269495 0.60292178 0.48135508 0.45148648 0.52776138 0.38076688
0.37638721 0.459619 0.42805428 0.49046104 0.52906597 0.45808404]
final inputs: [-2.83897158 -0.21600316 0.85876187 3.49601046 0.39956259 1.96189084
-0.12150783 -1.63393251 -2.57867537 2.52068387]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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[-0.39828474 0.07007183 -0.04888475 0.17945658 0.02417031 0.07047155
-0.14258885 -0.19293143 -0.15055694 0.01645643]
[-0.03673406 -0.15834328 -0.08155176 0.09764012 0.11992911 0.11447047
-0.1834412 -0.20828647 -0.25670714 0.02082412]
[-0.17588409 -0.04233936 0.16951441 0.26218548 0.10874059 0.20636032
0.01015976 0.02636941 -0.07563226 0.25540624]
[-0.38457208 -0.03646779 0.14545287 0.08935056 0.06562113 0.06932649
-0.06986849 -0.04682172 -0.21127609 -0.05397961]
[-0.3943088 0.11676555 -0.12204874 0.35289203 -0.06205724 -0.04552482
-0.0345917 -0.01610829 -0.1546763 0.30517913]
[-0.16257336 0.19431092 -0.02832808 0.49665992 0.00081851 0.02884951
0.13548296 -0.33978455 -0.42476699 0.42468 ]
[-0.31028896 -0.52056741 0.00662501 0.05283178 -0.14597285 -0.05170808
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[-0.13371666 0.14207802 -0.00394697 0.62414803 -0.31589089 0.32413459
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[-0.31550051 0.29082302 0.17131119 0.11845098 0.2649748 0.44003156
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[-0.42857804 -0.04342443 -0.12988349 0.09639811 -0.26193723 -0.24807231
-0.15556607 -0.20485501 -0.17318325 0.5233522 ]
[ 0.16451547 -0.05413433 0.23855448 -0.15743443 0.46013719 0.18738785
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[ 0.07808866 -0.22804729 0.03410399 0.10787907 -0.04084316 0.20992102
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[-0.14154148 -0.15585926 -0.20312251 0.20372108 0.04970644 0.16976892
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[-0.41061007 -0.12769291 0.44515263 0.30830823 0.02911685 0.09972433
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[ 0.22842275 0.20547968 0.14149588 0.51536165 0.52232589 0.02472337
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[-0.06913346 -0.05894193 -0.14294273 0.35822558 0.349762 0.08284269
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[-0.14559409 -0.14837519 0.11623218 0.32868892 -0.10281318 -0.18993844
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[-0.06698906 0.03027207 -0.00144172 -0.14504808 0.03214925 0.37484743
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[ 0.13101769 -0.02408564 0.28109819 0.03530283 -0.12868547 0.0818535
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 2.3402435 -0.28272491 -1.35748994 -3.99473854 -0.89829067 -2.46061891
-0.37722024 1.13520444 2.0799473 -3.01941194]
[-2.93177588 -0.30260572 0.87544966 3.58871681 0.33316089 2.08216625
-0.28322092 -1.63761949 -2.52453375 2.55086312]
X: [ 0. 0. -1.75007248 -1.9034321 1.13047356 1. 0.
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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[-0.23859104 0.18136817 -0.10998379 ..., -0.15455743 0.10361546
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...,
[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
0.0473359 ]
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-0.0733931 ]
[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [-0.12682325 0.41143392 0.00155435 0.0888455 0.30393213 -0.30625596
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-0.29912316 -0.03903649 -0.54337082 0.39384657 0.35513644 0.421315 ]
hidden Outputs: [ 0.46833662 0.60143166 0.50038859 0.52219678 0.57540348 0.42402888
0.44094888 0.46275316 0.50299539 0.62741725 0.43162614 0.68166377
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0.37357581 0.53689866 0.38411295 0.44357446 0.50640084 0.49840273
0.42577185 0.49024212 0.36740379 0.59720834 0.5878626 0.60379788]
final inputs: [-2.93177588 -0.30260572 0.87544966 3.58871681 0.33316089 2.08216625
-0.28322092 -1.63761949 -2.52453375 2.55086312]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
0.08779742 -0.23331292 -0.04407614 0.51932147]
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[-0.03673406 -0.15834328 -0.08155176 0.09764012 0.11992911 0.11447047
-0.1834412 -0.20828647 -0.25670714 0.02082412]
[-0.17588409 -0.04233936 0.16951441 0.26218548 0.10874059 0.20636032
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[-0.16257336 0.19431092 -0.02832808 0.49665992 0.00081851 0.02884951
0.13548296 -0.33978455 -0.42476699 0.42468 ]
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[ 0.22842275 0.20547968 0.14149588 0.51536165 0.52232589 0.02472337
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 2.2456039 -0.38356626 -1.56162164 -4.27488879 -1.01933287 -2.76833823
-0.40295106 0.95144751 1.83836177 -3.2370351 ]
[-2.53696838 -0.11082399 1.07490131 3.21730161 0.37780327 1.94952764
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X: [ 1. 0. 0.01564651 -2.21442599 0.27629827 0. 1.
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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[-0.23859104 0.18136817 -0.10998379 ..., -0.15455743 0.10361546
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[-0.06238366 -0.1725481 -0.03393849 ..., 0.09717797 -0.11844339
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...,
[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
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[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
-0.0733931 ]
[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [-0.16825676 -0.25806745 -0.55570219 -0.08684628 -0.02189131 -0.32229763
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-0.49462677 0.10271214 -0.03960564 0.49972271 -0.22399915 0.61843318]
hidden Outputs: [ 0.45803477 0.43583883 0.36454247 0.47830206 0.49452739 0.4201159
0.37237156 0.35631016 0.3395396 0.55858279 0.46907934 0.43795081
0.49876876 0.41861067 0.5564015 0.51981512 0.47473566 0.35231547
0.44450027 0.49547427 0.42030799 0.51738821 0.35337378 0.51470333
0.37880423 0.52565548 0.49009988 0.62239417 0.4442332 0.64986212]
final inputs: [-2.53696838 -0.11082399 1.07490131 3.21730161 0.37780327 1.94952764
-0.13461526 -1.45272017 -2.20036565 2.39522733]
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0.01015976 0.02636941 -0.07563226 0.25540624]
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[-0.16257336 0.19431092 -0.02832808 0.49665992 0.00081851 0.02884951
0.13548296 -0.33978455 -0.42476699 0.42468 ]
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[ 0.09831049 -0.21096829 0.09917447 0.3350274 0.15296839 0.22204952
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[ 0.22842275 0.20547968 0.14149588 0.51536165 0.52232589 0.02472337
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 2.63916341 0.21301903 -0.97270627 -3.11510658 -0.27560823 -1.8473326
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [-0.43405227 0.11321113 -0.30758708 0.50108381 0.73560899 0.11331778
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hidden Outputs: [ 0.3931591 0.52827259 0.42370382 0.622714 0.67603492 0.52829917
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final inputs: [-2.88482652 -0.27187301 0.90151481 3.46074511 0.53877953 2.08329104
-0.08245148 -1.58029456 -2.66597856 2.57617847]
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0.13548296 -0.33978455 -0.42476699 0.42468 ]
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oet: [ 3.46665743 0.85370393 -0.31968389 -2.8789142 0.04305138 -1.50146013
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[-2.7662167 -0.25683095 1.03346291 3.41704351 0.49704993 2.15176737
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...,
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [-0.4335417 0.24766757 -0.2234766 0.02683944 0.34351982 0.51934248
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hidden Outputs: [ 0.39328093 0.56160233 0.44436221 0.50670946 0.58504527 0.626994
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final inputs: [-2.7662167 -0.25683095 1.03346291 3.41704351 0.49704993 2.15176737
0.0792594 -1.61532357 -2.68423518 2.51208836]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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0.13548296 -0.33978455 -0.42476699 0.42468 ]
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 2.12966222 -0.37972352 -1.67001739 -4.05359799 -1.1336044 -2.78832184
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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[-0.23859104 0.18136817 -0.10998379 ..., -0.15455743 0.10361546
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [-0.08263764 0.15716007 0.19844604 -0.40637975 0.73717682 0.20808729
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hidden Outputs: [ 0.47935234 0.53920935 0.54944934 0.39978051 0.6763782 0.55183492
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final inputs: [-3.08499226 -0.39143125 0.92743185 3.43341991 0.17722964 1.96238038
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oet: [ 2.10662831 -0.5869327 -1.9057958 -4.41178385 -1.15559359 -2.94074433
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.39827583 0.18583798 -0.48175078 -0.04291495 -0.23432918 0.53252293
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hidden Outputs: [ 0.59827334 0.54632625 0.38183879 0.48927291 0.4416843 0.63007135
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final inputs: [-2.73115801 -0.19736521 1.06196239 3.4396402 0.40345504 2.04744433
0.04835743 -1.66817244 -2.44874867 2.59245385]
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oet: [ 2.72309192 0.18929913 -1.07002848 -3.44770629 -0.41152112 -2.05551042
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.42648747 -0.04390193 -0.45534044 -0.03915451 0.01116922 -0.33782177
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hidden Outputs: [ 0.6050346 0.48902628 0.38809178 0.49021262 0.50279228 0.41633869
0.49532784 0.4430177 0.28054137 0.6589655 0.48772101 0.4332957
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final inputs: [-2.41942975 -0.08520344 1.05338598 3.41626756 0.50469269 2.1618896
0.04654003 -1.51138067 -2.41676525 2.64042671]
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oet: [ 4.68825581 2.35402951 1.21544008 -1.1474415 1.76413338 0.10693646
2.22228604 3.78020673 4.68559131 -0.37160065]
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.11020414 0.55967458 -0.06456268 -0.2677089 0.47945683 0.18766917
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hidden Outputs: [ 0.52752319 0.63637724 0.48386493 0.43346964 0.61761961 0.54678007
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final inputs: [-2.99242357 -0.33385586 1.071415 3.51941263 0.39691188 2.0823279
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oet: [ 1.98649434 -0.67207337 -2.07734423 -4.52534186 -1.40284111 -3.08825713
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[-2.65520981 -0.17422245 0.99483835 3.41218059 0.45849917 2.00262636
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [-0.32885669 -0.16312764 -0.023585 0.08386477 0.07908619 -0.25501694
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hidden Outputs: [ 0.41851883 0.45930829 0.49410402 0.52095391 0.51976125 0.43658905
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final inputs: [-2.65520981 -0.17422245 0.99483835 3.41218059 0.45849917 2.00262636
-0.14501199 -1.64650467 -2.44894955 2.49139034]
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 2.20609924 -0.27488812 -1.44394892 -3.86129116 -0.90760974 -2.45173693
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.13474595 -0.33477071 0.13886196 0.266418 -0.08557434 0.18798379
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hidden Outputs: [ 0.53363561 0.41708029 0.53465981 0.56621332 0.47861946 0.54685804
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0.38092977 0.51604763 0.4039175 0.60893157 0.44728654 0.34922885]
final inputs: [-2.81447495 -0.26120194 1.00876724 3.36329597 0.47997087 1.99228465
-0.03343803 -1.59522343 -2.48360961 2.54952735]
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oet: [ 3.28604474 0.73277174 -0.53719744 -2.89172618 -0.00840108 -1.52071486
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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[-0.23859104 0.18136817 -0.10998379 ..., -0.15455743 0.10361546
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [-0.02731573 -0.3089305 -0.12046631 -0.45540392 0.37841645 0.41603802
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hidden Outputs: [ 0.49317149 0.42337581 0.46991979 0.38807671 0.59349111 0.6025348
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0.38017596 0.37168 0.47687562 0.46044801 0.51065191 0.36244351
0.4110196 0.47767836 0.55998419 0.5431537 0.391544 0.41930886]
final inputs: [-2.59135676 -0.14781192 1.05674348 3.23396167 0.3588228 1.93135753
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[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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oet: [ 1.62401892 -0.81952592 -2.02408132 -4.20129951 -1.32616063 -2.89869536
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [-0.18484234 -0.35580205 0.28557527 0.0436869 -0.10120157 -0.67347914
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0.08188871 0.64748354 -0.49189299 0.58540546 -0.438097 -0.01262491]
hidden Outputs: [ 0.45392054 0.41197615 0.57091254 0.51091999 0.47472118 0.33771824
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final inputs: [-2.58118215 -0.22793732 0.99613073 3.46030915 0.52083245 2.08693775
-0.20598466 -1.37243038 -2.58265825 2.55968381]
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oet: [ 1.72410544 -0.6291394 -1.85320744 -4.31738586 -1.37790917 -2.94401446
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.0530463 -0.37390791 -0.53028336 -0.32467523 -0.13646628 -0.11935339
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hidden Outputs: [ 0.51325847 0.40759707 0.3704508 0.41953678 0.46593628 0.47019702
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final inputs: [-2.54129188 -0.07022893 1.03785793 3.37878945 0.47278698 1.97196347
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oet: [ 3.55865422 1.08759127 -0.02049559 -2.36142711 0.54457536 -0.95460113
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [-0.17677208 0.20552693 -0.13405383 0.06636978 0.82048844 -0.15305417
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hidden Outputs: [ 0.4559217 0.55120162 0.46653664 0.51658636 0.69434001 0.46181098
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final inputs: [-3.01291866 -0.24118295 0.87897334 3.53003376 0.39850459 2.080822
-0.22628283 -1.62797271 -2.5902262 2.61363298]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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[-0.03673406 -0.15834328 -0.08155176 0.09764012 0.11992911 0.11447047
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[-0.17588409 -0.04233936 0.16951441 0.26218548 0.10874059 0.20636032
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[-0.38457208 -0.03646779 0.14545287 0.08935056 0.06562113 0.06932649
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[-0.3943088 0.11676555 -0.12204874 0.35289203 -0.06205724 -0.04552482
-0.0345917 -0.01610829 -0.1546763 0.30517913]
[-0.16257336 0.19431092 -0.02832808 0.49665992 0.00081851 0.02884951
0.13548296 -0.33978455 -0.42476699 0.42468 ]
[-0.31028896 -0.52056741 0.00662501 0.05283178 -0.14597285 -0.05170808
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[-0.13371666 0.14207802 -0.00394697 0.62414803 -0.31589089 0.32413459
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[-0.42857804 -0.04342443 -0.12988349 0.09639811 -0.26193723 -0.24807231
-0.15556607 -0.20485501 -0.17318325 0.5233522 ]
[ 0.16451547 -0.05413433 0.23855448 -0.15743443 0.46013719 0.18738785
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[ 0.09831049 -0.21096829 0.09917447 0.3350274 0.15296839 0.22204952
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[ 0.07808866 -0.22804729 0.03410399 0.10787907 -0.04084316 0.20992102
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[-0.14154148 -0.15585926 -0.20312251 0.20372108 0.04970644 0.16976892
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[-0.41061007 -0.12769291 0.44515263 0.30830823 0.02911685 0.09972433
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[ 0.22842275 0.20547968 0.14149588 0.51536165 0.52232589 0.02472337
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[-0.06913346 -0.05894193 -0.14294273 0.35822558 0.349762 0.08284269
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[-0.14559409 -0.14837519 0.11623218 0.32868892 -0.10281318 -0.18993844
-0.29200173 0.37457198 -0.16439182 0.05598824]
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[ 0.13101769 -0.02408564 0.28109819 0.03530283 -0.12868547 0.0818535
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 2.06763305 -0.70410266 -1.82425895 -4.47531937 -1.3437902 -3.02610761
-0.71900278 0.6826871 1.64494059 -3.55891859]
[-2.68618593 -0.14866621 0.97550856 3.35781108 0.31553485 2.07924949
-0.21052445 -1.41302779 -2.28646735 2.51600487]
X: [ 1. 0. 0.01564651 -1.38510895 0.27629827 0. 1.
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0. 0. 1. 0. 0. 0. 0.
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1. 0. 0. 0. 0. 0. 0. ]
[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
-0.14703481]
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...,
[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
0.0473359 ]
[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
-0.0733931 ]
[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.37682311 -0.11066435 -0.51702973 0.25090004 0.32497851 -0.47003821
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hidden Outputs: [ 0.59310665 0.47236211 0.37354704 0.56239802 0.58053707 0.3846072
0.47872987 0.41462271 0.38733994 0.56176756 0.52704634 0.47619794
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0.56881345 0.53706661 0.36150324 0.43108042 0.35717252 0.53055087
0.29456749 0.63094943 0.38999731 0.56580912 0.53056952 0.59782414]
final inputs: [-2.68618593 -0.14866621 0.97550856 3.35781108 0.31553485 2.07924949
-0.21052445 -1.41302779 -2.28646735 2.51600487]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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-0.1834412 -0.20828647 -0.25670714 0.02082412]
[-0.17588409 -0.04233936 0.16951441 0.26218548 0.10874059 0.20636032
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0.13548296 -0.33978455 -0.42476699 0.42468 ]
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 2.29220592 -0.2453138 -1.36948857 -3.75179108 -0.70951486 -2.4732295
-0.18345556 1.01904778 1.89248734 -2.90998488]
[-2.59564696 -0.08484073 0.8631166 3.54844706 0.60251834 2.09118782
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X: [ 1. 0. 0.63884145 -1.28144432 2.95979824 1. 0.
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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[-0.23859104 0.18136817 -0.10998379 ..., -0.15455743 0.10361546
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[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
0.0473359 ]
[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [-0.55022727 -0.79070295 -0.13363351 0.93889718 -0.3109384 0.2940973
0.58504501 0.57052211 -1.59387268 0.36973885 0.16031292 -0.73925685
0.18146188 0.55654528 -0.67540212 -0.1263666 0.75514924 1.11453153
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0.34029868 -0.05921136 0.27214357 -0.117054 -0.07712616 0.17872831]
hidden Outputs: [ 0.36581168 0.31201775 0.46664125 0.71887684 0.4228857 0.57299892
0.64222743 0.63888364 0.16883973 0.59139587 0.53999261 0.32316667
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0.33035054 0.55645728 0.34756526 0.59058468 0.49837601 0.55827205
0.58426307 0.48520148 0.56761907 0.47076987 0.48072801 0.54456351]
final inputs: [-2.59564696 -0.08484073 0.8631166 3.54844706 0.60251834 2.09118782
0.00377608 -1.53434587 -2.79101799 2.65067602]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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[ 0.22842275 0.20547968 0.14149588 0.51536165 0.52232589 0.02472337
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oet: [ 4.80382941 2.29302318 1.34506585 -1.34026461 1.6056641 0.11699463
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...,
[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
0.0473359 ]
[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
-0.0733931 ]
[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 1.01878052 -0.42882903 -0.02446877 -0.46864175 0.27616374 -0.27804282
-0.47367617 -0.15057492 -0.98910215 0.74543669 0.07000594 -0.64653411
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0.7438159 -0.38389688 -0.60123394 -0.08832109 -0.06465901 -0.37671049
-0.48761561 -0.21292247 -0.14715341 0.49627049 -0.15957199 0.21522995]
hidden Outputs: [ 0.73473499 0.39440598 0.49388311 0.38493777 0.56860546 0.43093367
0.38374651 0.46242723 0.27108946 0.67818357 0.51749434 0.34377099
0.46859114 0.42777574 0.57172096 0.56056136 0.31181524 0.46735179
0.67782972 0.40518736 0.35406144 0.47793407 0.48384088 0.40692053
0.38045543 0.44696958 0.46327789 0.62158248 0.46019144 0.55360073]
final inputs: [-2.55204443 -0.01683989 1.10094769 3.43387571 0.37579059 2.14470028
-0.01259567 -1.45100486 -2.25939381 2.57784243]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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[-0.39828474 0.07007183 -0.04888475 0.17945658 0.02417031 0.07047155
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[-0.03673406 -0.15834328 -0.08155176 0.09764012 0.11992911 0.11447047
-0.1834412 -0.20828647 -0.25670714 0.02082412]
[-0.17588409 -0.04233936 0.16951441 0.26218548 0.10874059 0.20636032
0.01015976 0.02636941 -0.07563226 0.25540624]
[-0.38457208 -0.03646779 0.14545287 0.08935056 0.06562113 0.06932649
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[-0.3943088 0.11676555 -0.12204874 0.35289203 -0.06205724 -0.04552482
-0.0345917 -0.01610829 -0.1546763 0.30517913]
[-0.16257336 0.19431092 -0.02832808 0.49665992 0.00081851 0.02884951
0.13548296 -0.33978455 -0.42476699 0.42468 ]
[-0.31028896 -0.52056741 0.00662501 0.05283178 -0.14597285 -0.05170808
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[-0.42857804 -0.04342443 -0.12988349 0.09639811 -0.26193723 -0.24807231
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[ 0.16451547 -0.05413433 0.23855448 -0.15743443 0.46013719 0.18738785
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[ 0.09831049 -0.21096829 0.09917447 0.3350274 0.15296839 0.22204952
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[ 0.22842275 0.20547968 0.14149588 0.51536165 0.52232589 0.02472337
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[-0.14559409 -0.14837519 0.11623218 0.32868892 -0.10281318 -0.18993844
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[-0.06698906 0.03027207 -0.00144172 -0.14504808 0.03214925 0.37484743
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[ 0.13101769 -0.02408564 0.28109819 0.03530283 -0.12868547 0.0818535
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
0.05416447 -0.03698494 0.12193927 0.04967207]]
oet: [ 4.43495657 1.89975203 0.78196445 -1.55096357 1.50712155 -0.26178814
1.89550781 3.333917 4.14230595 -0.69493029]
[-2.84404329 -0.31848901 0.80157394 3.51917935 0.4098577 1.97209599
-0.1749789 -1.63959414 -2.59315 2.4056552 ]
X: [ 0. 0. -1.02301172 -0.08930106 0.88607317 1. 0.
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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[-0.23859104 0.18136817 -0.10998379 ..., -0.15455743 0.10361546
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[-0.06238366 -0.1725481 -0.03393849 ..., 0.09717797 -0.11844339
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...,
[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
0.0473359 ]
[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
-0.0733931 ]
[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [-0.45278098 -0.41404369 0.11699915 0.23585987 0.01445231 0.19970404
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0.19077316 -0.14320176 -0.69960638 0.45412963 0.27764417 -0.02000217]
hidden Outputs: [ 0.38869977 0.39794292 0.52921647 0.55869313 0.50361302 0.54976074
0.68408559 0.57670122 0.48504745 0.54001909 0.39169784 0.40707935
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0.54754917 0.46426061 0.3318995 0.61162064 0.56896857 0.49499962]
final inputs: [-2.84404329 -0.31848901 0.80157394 3.51917935 0.4098577 1.97209599
-0.1749789 -1.63959414 -2.59315 2.4056552 ]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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[-0.03673406 -0.15834328 -0.08155176 0.09764012 0.11992911 0.11447047
-0.1834412 -0.20828647 -0.25670714 0.02082412]
[-0.17588409 -0.04233936 0.16951441 0.26218548 0.10874059 0.20636032
0.01015976 0.02636941 -0.07563226 0.25540624]
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0.13548296 -0.33978455 -0.42476699 0.42468 ]
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[ 0.09831049 -0.21096829 0.09917447 0.3350274 0.15296839 0.22204952
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
0.05416447 -0.03698494 0.12193927 0.04967207]]
oet: [ 1.99247963 -0.53307465 -1.6531376 -4.37074301 -1.26142136 -2.82365965
-0.67658476 0.78803048 1.74158634 -3.25721886]
[-2.74436997 -0.17025296 1.10496526 3.55727757 0.34140432 2.13426447
0.00724694 -1.52503341 -2.40833283 2.60899953]
X: [ 1. 0. 0.63884145 1.05100987 0.03189788 0. 1.
0. 0. 1. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
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1. 0. 0. 0. 0. 0. 0. ]
[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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[-0.23859104 0.18136817 -0.10998379 ..., -0.15455743 0.10361546
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[-0.06238366 -0.1725481 -0.03393849 ..., 0.09717797 -0.11844339
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...,
[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
0.0473359 ]
[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
-0.0733931 ]
[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
0.18043325]]
hidden inputs: [ 0.76995383 -0.1129437 -0.46632917 -0.38612469 0.06941545 0.40522559
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0.46464416 -0.42985906 -0.05710857 -0.09645915 0.3412293 -0.27403839
-0.66762674 -0.1239565 0.11853889 -0.08595607 -0.14544083 0.48921633]
hidden Outputs: [ 0.68351091 0.47179405 0.38548545 0.40465055 0.5173469 0.59994251
0.47663656 0.4760263 0.36326559 0.53435454 0.44091196 0.4067854
0.33314027 0.59077966 0.5857474 0.46865439 0.55437164 0.46877222
0.61411532 0.39415999 0.48572674 0.47590389 0.5844891 0.43191595
0.33902846 0.46905049 0.52960007 0.4785242 0.46370375 0.6199218 ]
final inputs: [-2.74436997 -0.17025296 1.10496526 3.55727757 0.34140432 2.13426447
0.00724694 -1.52503341 -2.40833283 2.60899953]
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 1.76049296 -0.81362405 -2.08884227 -4.54115458 -1.32528132 -3.11814147
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[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
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-0.0733931 ]
[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.36761643 0.36794413 -0.03306495 -0.22099447 0.47610796 0.15067428
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-0.35329148 0.25679876 -0.42145446 0.40173738 -0.23022345 -0.56181015]
hidden Outputs: [ 0.5908829 0.59096211 0.49173452 0.44497515 0.61682841 0.53759747
0.51296179 0.58086673 0.64548311 0.41909549 0.58940865 0.60540429
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0.41258447 0.56384919 0.39616876 0.59910501 0.44269702 0.36312873]
final inputs: [-3.05007965 -0.32549872 1.02172215 3.36755048 0.26301156 2.03424316
-0.16793222 -1.73812698 -2.40172659 2.51964127]
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[-0.03673406 -0.15834328 -0.08155176 0.09764012 0.11992911 0.11447047
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[-0.17588409 -0.04233936 0.16951441 0.26218548 0.10874059 0.20636032
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0.13548296 -0.33978455 -0.42476699 0.42468 ]
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[ 0.16451547 -0.05413433 0.23855448 -0.15743443 0.46013719 0.18738785
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[ 0.09831049 -0.21096829 0.09917447 0.3350274 0.15296839 0.22204952
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
0.05416447 -0.03698494 0.12193927 0.04967207]]
oet: [ 2.70571715 -0.01886378 -1.36608465 -3.71191298 -0.60737407 -2.37860566
-0.17643028 1.39376448 2.05736409 -2.86400377]
[-2.67309965 -0.13744509 1.07563456 3.37404482 0.37255182 2.10635402
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X: [ 0. 0. 1.36590221 -0.24479801 -0.69966852 0. 0.
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[-0.23859104 0.18136817 -0.10998379 ..., -0.15455743 0.10361546
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...,
[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
0.0473359 ]
[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
-0.0733931 ]
[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.93000651 -0.13693039 0.30726312 -0.08827846 -0.21408871 0.1680988
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0.27143132 -0.33883468 -0.15414103 -0.10708311 0.05312815 -0.52304834
0.2458639 -0.17156985 0.17572692 0.28513401 -0.3693786 -0.2140657 ]
hidden Outputs: [ 0.71707661 0.46582079 0.57621708 0.47794471 0.44668132 0.54192602
0.38119983 0.5047615 0.39920764 0.55674487 0.48618363 0.39048327
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0.56115821 0.45721245 0.54381903 0.57080444 0.40869118 0.446687 ]
final inputs: [-2.67309965 -0.13744509 1.07563456 3.37404482 0.37255182 2.10635402
-0.03983147 -1.6571106 -2.381135 2.4463503 ]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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[-0.03673406 -0.15834328 -0.08155176 0.09764012 0.11992911 0.11447047
-0.1834412 -0.20828647 -0.25670714 0.02082412]
[-0.17588409 -0.04233936 0.16951441 0.26218548 0.10874059 0.20636032
0.01015976 0.02636941 -0.07563226 0.25540624]
[-0.38457208 -0.03646779 0.14545287 0.08935056 0.06562113 0.06932649
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[-0.16257336 0.19431092 -0.02832808 0.49665992 0.00081851 0.02884951
0.13548296 -0.33978455 -0.42476699 0.42468 ]
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[ 0.09831049 -0.21096829 0.09917447 0.3350274 0.15296839 0.22204952
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[ 0.22842275 0.20547968 0.14149588 0.51536165 0.52232589 0.02472337
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
0.05416447 -0.03698494 0.12193927 0.04967207]]
oet: [ 2.11924102 -0.41641354 -1.62949319 -3.92790346 -0.92641045 -2.66021265
-0.51402716 1.10325197 1.82727636 -3.00020893]
[-2.93345002 -0.35976007 0.90738488 3.59616666 0.4648149 1.97083156
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X: [ 0. 0. -1.64620666 0.58451904 0.03189788 1. 0.
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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[-0.23859104 0.18136817 -0.10998379 ..., -0.15455743 0.10361546
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[-0.06238366 -0.1725481 -0.03393849 ..., 0.09717797 -0.11844339
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...,
[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
0.0473359 ]
[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
-0.0733931 ]
[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [-0.61835425 -0.07426209 0.24913149 -0.14752436 0.16453898 0.65446601
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hidden Outputs: [ 0.35015584 0.481443 0.56196272 0.46318565 0.54104219 0.65801616
0.54832243 0.56327376 0.59732696 0.52388809 0.40457038 0.48334734
0.41824478 0.59694641 0.42081503 0.4797769 0.5609255 0.61381644
0.36714959 0.6351346 0.52862324 0.50113486 0.57795294 0.49159515
0.43941594 0.4608161 0.43027656 0.57124973 0.57048248 0.49336429]
final inputs: [-2.93345002 -0.35976007 0.90738488 3.59616666 0.4648149 1.97083156
-0.14099653 -1.68017985 -2.64981507 2.45871323]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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[ 0.09831049 -0.21096829 0.09917447 0.3350274 0.15296839 0.22204952
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 1.89444245 -0.6792475 -1.94639244 -4.63517423 -1.50382246 -3.00983913
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [-0.01936855 -0.47107418 0.76090601 -0.09430989 -0.08015101 0.18102365
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0.30383029 0.16169393 -0.40998672 0.58130752 -0.51025771 -0.43881681]
hidden Outputs: [ 0.49515801 0.38436203 0.68155041 0.47643999 0.47997297 0.54513273
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final inputs: [-2.85108426 -0.32815493 0.85158251 3.35366013 0.33362966 1.91895778
-0.22863719 -1.62691275 -2.54989544 2.44568334]
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 1.93336393 -0.5895654 -1.76930284 -4.27138047 -1.25134999 -2.83667812
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[-2.47986379 0.02368425 1.05282306 3.48732487 0.64021549 2.15428283
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.08294073 -0.2743344 -0.1440607 0.04264305 0.20209694 -0.07354808
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hidden Outputs: [ 0.5207233 0.43184332 0.46404698 0.51065915 0.55035297 0.48162126
0.35363211 0.51271384 0.30118016 0.70477257 0.57071101 0.38095327
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0.49526941 0.49518267 0.61336157 0.51682003 0.49937744 0.5234578 ]
final inputs: [-2.47986379 0.02368425 1.05282306 3.48732487 0.64021549 2.15428283
0.04272329 -1.55949704 -2.54300491 2.62189736]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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oet: [ 2.697833 0.19428496 -0.83485384 -3.26935566 -0.42224628 -1.93631362
0.17524592 1.77746625 2.76097413 -2.40392815]
[-2.81277827 -0.17652757 1.00364273 3.36857052 0.28838956 2.0640841
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X: [ 0. 0. 0.01564651 0.74001598 0.03189788 0. 1.
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...,
[-0.07122753 0.04915385 -0.08858624 ..., 0.11998765 -0.17425213
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[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.09059484 0.20525038 -0.390794 -0.05568345 0.42962408 0.09117578
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hidden Outputs: [ 0.52263323 0.55113321 0.40352618 0.48608273 0.6057839 0.52277817
0.45507652 0.43413238 0.42464393 0.53491396 0.56128625 0.52823362
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0.49606528 0.48520016 0.44581425 0.36019883 0.50092694 0.44143737
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final inputs: [-2.81277827 -0.17652757 1.00364273 3.36857052 0.28838956 2.0640841
-0.13267943 -1.50892131 -2.31955961 2.4654488 ]
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oet: [ 2.49046799 -0.14578271 -1.32595301 -3.69088079 -0.61069984 -2.38639438
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.2331777 0.45287254 0.00957301 -0.03206861 1.08701409 -0.33458204
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hidden Outputs: [ 0.55803172 0.61132199 0.50239324 0.49198353 0.74781904 0.41712616
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final inputs: [-3.05271105 -0.30488504 0.94001357 3.51879587 0.37072534 2.12795412
-0.24291372 -1.62626896 -2.47860948 2.53296142]
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 2.0743471 -0.6734789 -1.91837752 -4.49715982 -1.34908928 -3.10631806
-0.73545023 0.64790501 1.50024553 -3.51132537]
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X: [ 0. 0. -0.08821931 -0.76312116 1.13047356 0. 0.
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...,
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0.0473359 ]
[-0.08205132 -0.03108758 -0.17460818 ..., -0.13196247 0.20363461
-0.0733931 ]
[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [-0.20899002 0.78654802 -0.4214742 0.4797795 0.76712384 -0.26681969
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0.11207742 -0.13751393 -0.47487985 -0.27762621 0.18306065 0.05025023
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-0.68113372 -0.02898634 0.106864 -0.08656542 0.33200223 0.11712743]
hidden Outputs: [ 0.44794184 0.68708964 0.39616404 0.6176958 0.68289839 0.43368802
0.46641498 0.42063103 0.39130288 0.6397805 0.55680114 0.46844935
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0.51042205 0.51874906 0.4518392 0.61550255 0.55676752 0.43829316
0.33600831 0.49275392 0.5266906 0.47837215 0.58224647 0.52924843]
final inputs: [-2.71425525 -0.17447104 1.04953755 3.56149163 0.60408547 2.25341813
-0.02923739 -1.52254072 -2.57402838 2.65409003]
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0.01015976 0.02636941 -0.07563226 0.25540624]
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[-0.16257336 0.19431092 -0.02832808 0.49665992 0.00081851 0.02884951
0.13548296 -0.33978455 -0.42476699 0.42468 ]
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[ 0.22842275 0.20547968 0.14149588 0.51536165 0.52232589 0.02472337
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 2.80542418 0.26563996 -0.95836863 -3.4703227 -0.51291654 -2.16224921
0.12040631 1.61370964 2.6651973 -2.56292111]
[-2.59396226 -0.12424126 0.95086856 3.44528818 0.47169527 2.10568154
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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[-0.23859104 0.18136817 -0.10998379 ..., -0.15455743 0.10361546
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.19804843 -0.04422936 -0.29117726 0.14638008 -0.08871229 -0.16613302
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hidden Outputs: [ 0.54935091 0.48894446 0.42771568 0.53652982 0.47783646 0.45856201
0.47084848 0.49257523 0.34666945 0.59509917 0.45683778 0.41068095
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0.45775264 0.43895782 0.37750022 0.58928133 0.43671939 0.37321865
0.44407889 0.5177014 0.42407811 0.57376813 0.5337069 0.56950624]
final inputs: [-2.59396226 -0.12424126 0.95086856 3.44528818 0.47169527 2.10568154
-0.1228089 -1.55752342 -2.41166267 2.48751692]
[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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hidden inputs: [ 0.24401852 -0.85248049 -0.35537475 0.06215869 -0.19531845 0.23810767
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hidden Outputs: [ 0.56070371 0.29891278 0.41207967 0.51553467 0.45132503 0.55924726
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [ 0.47446517 0.0162917 -0.04677102 -0.45913966 0.05180362 0.35041006
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0.10906789 -0.0994587 0.32933836 0.27493904 -0.32510208 -0.12902494]
hidden Outputs: [ 0.61644006 0.50407284 0.48830937 0.38718994 0.51294801 0.58671701
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final inputs: [-2.72603076 -0.1496283 1.12039761 3.43630833 0.33244288 2.08588971
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hidden inputs: [ 0.05714395 -0.47405863 -0.28990305 0.02012823 -0.11402144 -0.34463529
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hidden Outputs: [ 0.5142821 0.38365607 0.4280276 0.50503189 0.47152548 0.41468395
0.51367125 0.54269647 0.36615871 0.64668394 0.39892595 0.57016148
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0.44101716 0.61822382 0.51624796 0.54582897 0.4625288 0.56975475]
final inputs: [-2.62164281 -0.14142826 0.9271078 3.4732248 0.27212122 1.98893234
-0.17071054 -1.6357336 -2.49685329 2.62638096]
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[-0.03673406 -0.15834328 -0.08155176 0.09764012 0.11992911 0.11447047
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 2.78448147 0.30426692 -0.76426914 -3.31038615 -0.10928257 -1.82609369
0.33354919 1.79857225 2.65969195 -2.46354231]
[-2.78785733 -0.28005339 0.94797482 3.35906541 0.36165502 2.06527192
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X: [ 0. 0. -0.5036826 0.1180282 0.03189788 1. 0.
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[[ 0.03426017 -0.08163743 0.2375366 ..., -0.04501076 -0.21289621
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0.0473359 ]
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[ 0.05756493 0.07701126 -0.07328585 ..., -0.11733014 -0.09793987
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hidden inputs: [-0.16737432 0.21671094 0.35811344 0.14558782 0.25949707 0.11938678
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0.13551534 0.02190539 0.34964303 0.01902782 -0.39062223 -0.27254209]
hidden Outputs: [ 0.45825383 0.55396669 0.58858368 0.5363328 0.56451266 0.5298113
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final inputs: [-2.78785733 -0.28005339 0.94797482 3.35906541 0.36165502 2.06527192
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[[-0.24495208 -0.11803046 0.13397592 0.43240051 -0.24840401 0.50745599
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[-0.34834709 0.14243493 -0.04884167 0.0085216 0.02623857 0.10723391
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[-0.3570558 0.17003681 0.24115717 0.21117816 -0.02689909 0.23591637
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oet: [ 1.89218923 -0.61561472 -1.84364293 -4.25473351 -1.25732313 -2.96094003
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Progress: 0.3% ... Training loss: 26.94 ... Validation loss: 27.96[ 7.66118473 0.18876339 -3.38456117 -10.52218362 -1.50403588
-6.4416306 -0.12938476 4.53744006 7.12053558 -7.99890194]
X: [ 0. 0. -0.60754843 1.62116534 -0.45608552 0. 1.
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[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
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[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
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[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
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hidden inputs: [-0.41712185 -0.3478688 0.02581105 -0.28323869 0.08571575 0.66927108
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-0.57908316 -0.24675249 -0.43438065 -0.14145722 0.08240122 0.07085271]
hidden Outputs: [ 0.39720567 0.41389933 0.5064524 0.42965995 0.52141583 0.66133992
0.54845106 0.36186286 0.54181251 0.36288691 0.41630903 0.46870353
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0.41217152 0.59117456 0.3989443 0.23015462 0.46884849 0.44080224
0.35914359 0.43862298 0.39308076 0.46469455 0.52058866 0.51770577]
final inputs: [ 7.66118473 0.18876339 -3.38456117 -10.52218362 -1.50403588
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[ 3.14700506e-01 -1.02140984e-01 1.42369860e-01 -6.55766204e-01
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[ 7.09750855e-01 -2.91345509e-02 -4.62551667e-01 -6.71859446e-01
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[ 5.84009673e-01 -1.11086224e-01 -1.71757555e-01 -6.16643448e-01
-2.23152175e-01 -7.59831016e-01 -2.82524410e-01 7.89019090e-01
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[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
-1.00528439e-01 -4.45237662e-01 -2.79219949e-01 1.92075546e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
3.32201919e-01 -6.63612771e-01]
[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
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[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
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[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-8.25914781 -0.78672648 2.78659809 9.92422054 0.90607279 5.84366752
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[ 5.74667051 0.1727585 -2.21421047 -7.47492476 -0.83161146 -4.488613
-0.01550513 3.27941708 5.1374578 -5.66907775]
X: [ 1. 0. -1.23074336 -1.69610284 0.88607317 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-1.36646768 -0.67839443 -1.17484031 -0.7761032 -0.70043333 -0.89406234
-1.40379315 -1.08401789 -0.7540807 -1.08349407 -0.94522642 -0.70504889
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-0.91048403 -0.57172257 -1.05187419 -0.29862807 -0.58360417 -0.26567518]
hidden Outputs: [ 0.20319115 0.33661974 0.23598119 0.31516034 0.33171616 0.29027222
0.19721489 0.25274642 0.31993279 0.25284537 0.27984584 0.33069378
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0.29247897 0.42227706 0.21842125 0.35223532 0.17692789 0.41928051
0.2869008 0.36083945 0.25886537 0.4258929 0.3581037 0.43396914]
final inputs: [ 5.74667051 0.1727585 -2.21421047 -7.47492476 -0.83161146 -4.488613
-0.01550513 3.27941708 5.1374578 -5.66907775]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 5.84009673e-01 -1.11086224e-01 -1.71757555e-01 -6.16643448e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
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[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
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3.35803361e-01 -4.91208523e-01]
[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
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8.30175338e-01 -7.07523028e-01]]
oet: [-6.75259974 -1.17868773 1.20828124 6.46899553 -0.17431777 3.48268377
-0.9904241 -4.2853463 -6.14338703 4.66314852]
[ 6.86571254 0.32038538 -2.71983436 -8.92837319 -1.05823956 -5.30657676
0.07842372 3.90517261 6.02808932 -6.63619577]
X: [ 0. 0. 0.8465731 0.7918483 0.27629827 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.42354301 -0.76602865 -0.73670469 -0.32479394 -0.01495207 -0.23855394
-0.65789242 -1.10446888 -0.93377384 -0.49394862 -0.64156051 -0.45281853
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-0.49924146 -0.18694629 -0.18636039 -0.61690558 -0.3337656 -0.42750383]
hidden Outputs: [ 0.39566925 0.31733881 0.32372516 0.41950787 0.49626205 0.44064274
0.34121321 0.2489035 0.28215971 0.37896382 0.34489387 0.38869084
0.37733256 0.45900118 0.45821262 0.32018889 0.28394364 0.39736901
0.44568716 0.30796461 0.22015342 0.36011523 0.43838442 0.31250715
0.37771894 0.45339907 0.45354428 0.35048556 0.41732468 0.39472255]
final inputs: [ 6.86571254 0.32038538 -2.71983436 -8.92837319 -1.05823956 -5.30657676
0.07842372 3.90517261 6.02808932 -6.63619577]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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5.31585839e-01 -7.36441861e-01]
[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 6.97250700e-01 -2.01609068e-03 -1.80750343e-01 -8.76672270e-01
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[ 8.82461723e-01 -5.25352174e-04 -2.03744955e-02 -1.04648578e+00
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[ 5.84009673e-01 -1.11086224e-01 -1.71757555e-01 -6.16643448e-01
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[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
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[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-7.25417949 -0.70885233 2.33136741 8.53990624 0.6697726 4.91810981
-0.46689067 -4.29363956 -6.41655627 6.24772882]
[ 6.86281679 0.25574855 -2.81137134 -9.1623679 -1.11745993 -5.6563237
0.06657433 4.00791741 6.06580876 -6.81636263]
X: [ 1. 0. -0.08821931 0.99917756 0.27629827 0. 1.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.77532049 -1.43744427 -0.48690231 -0.59437314 -0.40916073 0.55264172
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-0.22846655 -0.38137196 -0.38080786 -0.70564063 -0.69488412 -0.68734204]
hidden Outputs: [ 0.3153293 0.19194143 0.38062357 0.35563208 0.39911338 0.63474827
0.57706963 0.36689173 0.37802402 0.22203324 0.31084966 0.27764825
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0.4160161 0.32893668 0.34853715 0.38601645 0.38984801 0.45392124
0.44313051 0.40579604 0.40593207 0.33056282 0.33294746 0.33462461]
final inputs: [ 6.86281679 0.25574855 -2.81137134 -9.1623679 -1.11745993 -5.6563237
0.06657433 4.00791741 6.06580876 -6.81636263]
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[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
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[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
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[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
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[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
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8.30175338e-01 -7.07523028e-01]]
oet: [-7.41116236 -0.80409413 2.26302577 8.61402233 0.56911436 5.10797813
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[ 6.04215503 0.18332417 -2.25897645 -7.94732411 -0.93620659 -4.80712055
0.15596075 3.43148517 5.41672553 -6.03930125]
X: [ 1. 0. 0.63884145 1.31017145 -0.45608552 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.73312871 -1.06645838 -1.11920987 -0.74912223 -0.88994736 0.20307585
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-0.69273155 -0.72475955 -0.28958497 -0.77919376 -0.94277182 -0.20603803]
hidden Outputs: [ 0.32450853 0.25607718 0.24615787 0.32101259 0.29112069 0.5505952
0.27977273 0.22755952 0.32039353 0.19363394 0.21091881 0.24273546
0.36799952 0.41377051 0.54753155 0.29727863 0.25419593 0.34323857
0.43194731 0.26893527 0.36169121 0.27611096 0.46344629 0.34372694
0.3334257 0.32634576 0.42810548 0.31449367 0.28034079 0.44867194]
final inputs: [ 6.04215503 0.18332417 -2.25897645 -7.94732411 -0.93620659 -4.80712055
0.15596075 3.43148517 5.41672553 -6.03930125]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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3.71330196e-01 -8.08733823e-01]
[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
3.32201919e-01 -6.63612771e-01]
[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
-2.45963490e-01 -5.18733569e-01 4.73953728e-01 9.36831619e-02
3.35803361e-01 -4.91208523e-01]
[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
5.43786183e-01 -7.86432585e-01]
[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-7.07564954 -1.21681868 1.22548195 6.9138296 -0.09728792 3.77362604
-1.18945526 -4.46497968 -6.45022004 5.00580675]
[ 5.81707152e+00 2.26198576e-01 -2.14494709e+00 -7.54013605e+00
-8.64993932e-01 -4.54149390e+00 -1.81670833e-04 3.33794551e+00
5.13190858e+00 -5.69623302e+00]
X: [ 1. 0. 0.63884145 -1.02228274 -0.45608552 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
-0.15203696]
...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.76045934 -1.19062221 -0.87564214 -1.17181178 -0.75120867 -0.71380122
-1.17221702 -1.45225164 -0.67438809 -1.07783042 -0.77923677 -1.46593371
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-0.5278608 -1.1379908 -1.5112889 -0.62053989 -0.84893298 0.08694897
-0.35936416 -0.40105965 -0.59687047 -0.15909173 -1.04494439 -0.90138436]
hidden Outputs: [ 0.31854655 0.23314767 0.29408165 0.23652765 0.32055799 0.32875946
0.23645448 0.18965528 0.33751497 0.25391681 0.3144844 0.18756146
0.39229255 0.35836317 0.40658888 0.42221539 0.16994959 0.3130681
0.37101596 0.24268944 0.18074786 0.34965867 0.29965674 0.52172356
0.41111349 0.40105777 0.35506001 0.46031075 0.2601971 0.28876609]
final inputs: [ 5.81707152e+00 2.26198576e-01 -2.14494709e+00 -7.54013605e+00
-8.64993932e-01 -4.54149390e+00 -1.81670833e-04 3.33794551e+00
5.13190858e+00 -5.69623302e+00]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
-7.82054727e-02 -2.86870684e-02 -4.14453835e-02 3.89908994e-01
6.00616064e-01 -8.55013126e-01]
[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 6.97250700e-01 -2.01609068e-03 -1.80750343e-01 -8.76672270e-01
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[ 6.56244682e-01 2.33195692e-01 -3.53649046e-01 -5.69291279e-01
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[ 3.88072155e-01 -5.06693231e-01 -3.03416691e-01 -9.05172544e-01
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[ 7.77387605e-01 2.03627206e-01 -3.40217760e-01 -5.18049705e-01
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1.46770694e-01 -1.59434148e-01 1.04604150e-01 4.40098910e-01
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[ 2.89133043e-01 -2.52941359e-02 -4.40246699e-01 -8.77998123e-01
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[ 8.82666630e-01 -1.79852917e-01 -2.21367544e-01 -7.04917661e-01
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[ 4.39919644e-01 2.22872863e-01 -5.39449685e-02 -8.84900631e-01
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[ 8.18050135e-01 -1.85673197e-01 -2.49409387e-01 -8.42278763e-01
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[ 6.50523664e-01 6.66543880e-02 -1.53769919e-01 -8.04240501e-01
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[ 7.09750855e-01 -2.91345509e-02 -4.62551667e-01 -6.71859446e-01
2.08457865e-01 -5.41060392e-01 1.86067813e-01 3.41883898e-01
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[ 5.84009673e-01 -1.11086224e-01 -1.71757555e-01 -6.16643448e-01
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4.87039505e-01 -6.47048054e-01]
[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
-1.00528439e-01 -4.45237662e-01 -2.79219949e-01 1.92075546e-01
3.71330196e-01 -8.08733823e-01]
[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
3.32201919e-01 -6.63612771e-01]
[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
-2.45963490e-01 -5.18733569e-01 4.73953728e-01 9.36831619e-02
3.35803361e-01 -4.91208523e-01]
[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
5.43786183e-01 -7.86432585e-01]
[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-5.26280589 0.32806706 2.69921273 8.09440168 1.41925956 5.09575954
0.5544473 -2.78367988 -4.57764294 6.25049866]
[ 6.3257645 0.25319632 -2.40049215 -8.24514284 -0.88347585 -4.92742918
0.08899429 3.55311231 5.62264608 -6.25068931]
X: [ 0. 0. 0.8465731 -0.65945653 -0.45608552 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 1. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
-0.15203696]
...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.47363304 -0.78810256 -0.44968436 -0.63305916 -0.96074409 -0.20414968
-1.06986422 -0.65405727 -0.59088024 -1.13758831 -0.56159381 -1.12181535
0.0273242 -0.62846495 -0.17079047 -0.74198909 -1.72891619 -0.60336448
-0.36868884 -0.88123048 -1.25770217 -0.67675164 -0.53344174 -0.31733195
-0.58426081 -0.56045913 -0.6830788 -0.11879706 -0.71991348 -0.66525776]
hidden Outputs: [ 0.38375671 0.31257623 0.38943581 0.34681721 0.27672924 0.4491391
0.25542891 0.34207582 0.35643291 0.24276342 0.36317876 0.24567471
0.50683063 0.34785869 0.45740587 0.32256934 0.15072626 0.35357433
0.40885788 0.29292286 0.2213697 0.33698669 0.36971452 0.42132611
0.35795277 0.36344123 0.33557449 0.47033561 0.32741204 0.33955952]
final inputs: [ 6.3257645 0.25319632 -2.40049215 -8.24514284 -0.88347585 -4.92742918
0.08899429 3.55311231 5.62264608 -6.25068931]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
-7.82054727e-02 -2.86870684e-02 -4.14453835e-02 3.89908994e-01
6.00616064e-01 -8.55013126e-01]
[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
-1.10822032e-01 -5.41854160e-01 -1.41767201e-01 2.40974268e-01
5.31585839e-01 -7.36441861e-01]
[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 6.97250700e-01 -2.01609068e-03 -1.80750343e-01 -8.76672270e-01
-3.92977556e-02 -4.82997896e-01 1.64491999e-02 5.21498690e-01
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[ 4.60471028e-01 -5.07719790e-03 -2.04016507e-01 -1.02970184e+00
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[ 3.74576861e-01 1.52300839e-01 -4.28590247e-01 -6.52203601e-01
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[ 6.56244682e-01 2.33195692e-01 -3.53649046e-01 -5.69291279e-01
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[ 3.88072155e-01 -5.06693231e-01 -3.03416691e-01 -9.05172544e-01
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[ 7.77387605e-01 2.03627206e-01 -3.40217760e-01 -5.18049705e-01
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4.84505703e-01 -4.45524104e-01]
[ 4.73754097e-01 3.39777727e-01 -1.26692675e-01 -8.79754756e-01
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[ 2.89133043e-01 -2.52941359e-02 -4.40246699e-01 -8.77998123e-01
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[ 8.82461723e-01 -5.25352174e-04 -2.03744955e-02 -1.04648578e+00
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[ 8.82666630e-01 -1.79852917e-01 -2.21367544e-01 -7.04917661e-01
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[ 6.28186128e-01 -1.18069903e-01 -5.08855960e-01 -7.97229377e-01
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[ 3.14700506e-01 -1.02140984e-01 1.42369860e-01 -6.55766204e-01
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[ 1.01620139e+00 2.64145640e-01 -1.41017825e-01 -4.61034519e-01
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[ 5.84009673e-01 -1.11086224e-01 -1.71757555e-01 -6.16643448e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
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[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
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3.35803361e-01 -4.91208523e-01]
[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
5.43786183e-01 -7.86432585e-01]
[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-5.93137749 0.14119069 2.79487915 8.63952985 1.27786285 5.32181619
0.30539272 -3.1587253 -5.22825907 6.64507632]
[ 7.24387228 0.26449752 -2.9087052 -9.43033212 -1.10527842 -5.61408809
-0.01724023 4.27974386 6.47582663 -7.05450828]
X: [ 0. 0. 0.01564651 -0.19296569 0.51988127 0. 0.
0. 1. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
-0.15203696]
...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.31058802 -0.24839038 -1.03454484 -0.02913269 0.42421011 -0.6968465
-0.46429473 -1.07537404 -0.57356884 -0.56971945 -0.0475394 -0.60798263
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-0.37450893 -0.49681595 -1.00634753 -0.37362822 -0.28911679 0.07299341
-0.79344411 -0.26437206 -0.74562664 -0.36323909 -0.13456766 -0.20591687]
hidden Outputs: [ 0.42297122 0.43821972 0.26220394 0.49271734 0.60449025 0.33251177
0.38596749 0.25438243 0.36041374 0.36130156 0.48811739 0.35251952
0.38563815 0.42076845 0.39302013 0.34050396 0.45578012 0.43576591
0.40745196 0.37828922 0.26769525 0.40766461 0.4282201 0.51824025
0.31142963 0.43428926 0.32177498 0.4101757 0.46640876 0.44870192]
final inputs: [ 7.24387228 0.26449752 -2.9087052 -9.43033212 -1.10527842 -5.61408809
-0.01724023 4.27974386 6.47582663 -7.05450828]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
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[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
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[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
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8.30175338e-01 -7.07523028e-01]]
oet: [ -6.01150075 0.967874 4.14107673 10.66270365 2.33764994
6.84645962 1.24961175 -3.04737234 -5.2434551 8.28687981]
[ 6.56867496 0.35013794 -2.42783555 -8.41657768 -0.80191868 -4.94373777
0.1773047 3.7265169 5.74005219 -6.31207128]
X: [ 0. 0. 1.15817056 -0.91861811 0.27629827 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.79139005 -0.51510708 -0.82867105 -0.25869599 -0.49345205 -0.5135175
-1.12496866 -1.04336182 -0.91194161 -0.62054303 -0.50511883 -1.1949583
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0.07707006 -0.72615437 -1.053156 -0.43449555 -0.34829319 -0.71619883
-0.69688048 -0.65315071 -0.33049324 -0.68498014 -0.31239067 -0.52375787]
hidden Outputs: [ 0.31187028 0.37399707 0.30392614 0.43568429 0.37908069 0.37436931
0.24509081 0.26050185 0.28660269 0.34965796 0.37633848 0.23237332
0.55552927 0.28552678 0.50418756 0.29104546 0.14772199 0.40747714
0.51925798 0.32603919 0.25861952 0.39305335 0.41379638 0.32823057
0.33250423 0.34227988 0.41812061 0.3351507 0.42253131 0.37197394]
final inputs: [ 6.56867496 0.35013794 -2.42783555 -8.41657768 -0.80191868 -4.94373777
0.1773047 3.7265169 5.74005219 -6.31207128]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [ -4.87871978 1.33981724 4.11779073 10.10653286 2.49187385
6.63369295 1.51265048 -2.03656172 -4.05009702 8.00202646]
[ 5.94962419 0.21767572 -2.29450114 -7.92382985 -0.9763143 -4.73898344
0.0557043 3.35251893 5.43060751 -6.00414416]
X: [ 1. 0. 1.05430474 0.84368061 -0.82146002 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.40907838 -1.08783012 -0.25080759 -0.83707717 -0.73096274 -0.25311992
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-0.84551891 -0.40821469 -0.63574665 -0.52276965 -0.73700909 -0.39243645]
hidden Outputs: [ 0.39913313 0.2520271 0.43762473 0.30215072 0.3249835 0.43705573
0.26756838 0.25646643 0.42348069 0.22364045 0.26444291 0.25060076
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0.30037371 0.39934028 0.34620865 0.37220482 0.32365852 0.40313091]
final inputs: [ 5.94962419 0.21767572 -2.29450114 -7.92382985 -0.9763143 -4.73898344
0.0557043 3.35251893 5.43060751 -6.00414416]
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7.49760096e-01 -2.95524130e-01]
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[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
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oet: [-4.40852152 1.32342695 3.83560381 9.46493252 2.51741696 6.28008611
1.48539837 -1.81141626 -3.88950484 7.54524683]
[ 6.57557095 -0.02093328 -2.84261886 -9.08074573 -1.20815115 -5.53743445
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X: [ 0. 0. -1.33460919 -0.5557919 -1.55384381 1. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
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[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.99737641 -0.6700172 -0.49290281 -0.20862577 -0.12801661 -0.56187866
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-0.00173697 0.10247641 -1.05613002 0.07226107 -0.40765661 -0.7977835 ]
hidden Outputs: [ 0.26945756 0.33849299 0.37920998 0.44803191 0.46803948 0.36311288
0.41836233 0.26623831 0.6267387 0.21286172 0.21559001 0.4928673
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0.33767343 0.45104041 0.35331975 0.20180608 0.29649527 0.41526182
0.49956576 0.52559671 0.25804971 0.51805741 0.39947415 0.31049985]
final inputs: [ 6.57557095 -0.02093328 -2.84261886 -9.08074573 -1.20815115 -5.53743445
-0.16342015 3.71236321 6.0086911 -6.90379093]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
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hidden inputs: [ 0.08538893 -1.10946128 -1.06767468 -0.53860461 -0.62640059 -0.8945635
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-1.13406829 -0.15669981 -0.58866503 -0.6388715 -1.63038349 -0.47890825]
hidden Outputs: [ 0.52133427 0.24797134 0.25584555 0.36851225 0.34832714 0.29016898
0.2294462 0.23468358 0.31375478 0.27598113 0.38337301 0.18017505
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0.24341109 0.46090501 0.35694122 0.34550168 0.16377783 0.38250996]
final inputs: [ 6.29683187 0.32126147 -2.14283122 -7.94316193 -0.8798117 -4.56929716
0.18230578 3.58455233 5.55198809 -5.8000201 ]
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[ 6.77752127 0.32858249 -2.33054646 -8.31835135 -0.76606561 -4.9370676
0.29196057 3.81756705 5.76797168 -6.18133866]
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[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
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hidden inputs: [-0.54802046 -0.61827606 -1.30685832 -0.32746338 -0.4819021 -0.83671427
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-1.47140981 -0.69220228 0.05142035 -0.92923187 -0.61570107 -0.28845668]
hidden Outputs: [ 0.3663238 0.35017364 0.21301304 0.41885795 0.38180307 0.30222725
0.25934064 0.24176335 0.2722172 0.32180124 0.36508003 0.18492128
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0.18672842 0.33354334 0.51285226 0.28308058 0.35075981 0.42838174]
final inputs: [ 6.77752127 0.32858249 -2.33054646 -8.31835135 -0.76606561 -4.9370676
0.29196057 3.81756705 5.76797168 -6.18133866]
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-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-1.35969265 -0.1276809 -0.90791983 0.43268612 -0.18011714 0.39553844
-0.02128522 -0.2750244 -0.05196261 -0.1196949 -0.19103902 -0.44307307
-0.58515548 -0.54201791 -0.33268848 -0.81291133 -0.39576964 -0.19039682
-0.58899456 -0.13870393 -0.01718206 -0.46037963 -0.10044131 -0.56191847
-1.03301998 -0.46695409 -0.23633472 -0.29472193 0.12324121 -0.09349014]
hidden Outputs: [ 0.20429026 0.46812307 0.28742569 0.60651491 0.45509206 0.59761525
0.4946789 0.43167403 0.48701227 0.47011195 0.45238497 0.39100896
0.35774718 0.36771829 0.41758662 0.30727046 0.40232915 0.45254407
0.35686558 0.4653795 0.49570459 0.38689577 0.47491076 0.36310368
0.26249904 0.38533742 0.4411898 0.42684826 0.53077136 0.47664447]
final inputs: [ 7.55863628 0.25737243 -3.12151532 -10.00828128 -1.21634324
-6.12267009 0.04432372 4.31151967 6.74922576 -7.61213477]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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oet: [-8.04082519 -0.73956133 2.63932641 9.52609237 0.73415433 5.64048118
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0.03895413 3.4553204 5.43575669 -6.05324064]
X: [ 1. 0. 0.95043892 1.36200377 -0.21168512 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 1. 0. 0.
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hidden inputs: [-0.65172683 -1.25874907 -0.47140501 -0.81850648 -0.24521774 0.01745391
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-0.46453305 -0.7134565 -0.51732707 -0.74908774 -0.33897344 -0.58623651]
hidden Outputs: [ 0.34260051 0.22118931 0.38428375 0.30608078 0.43900092 0.50436337
0.26197304 0.25237597 0.30455729 0.28609128 0.28407082 0.3208764
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0.38591101 0.32883553 0.37347747 0.32102011 0.41605886 0.35749884]
final inputs: [ 5.99426495 0.28105922 -2.40851532 -8.00621467 -0.99525591 -4.84257203
0.03895413 3.4553204 5.43575669 -6.05324064]
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...,
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hidden inputs: [-1.55391407 -0.51775664 0.10475523 -0.36020904 -0.14922454 -0.02277749
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-0.18821694 0.0538964 -0.55991641 -0.10991641 -0.42634228 -0.72653818]
hidden Outputs: [ 0.17452167 0.37337696 0.52616489 0.41090897 0.46276294 0.49430587
0.30030712 0.30023298 0.62506508 0.32777722 0.3089694 0.63438729
0.35853532 0.4359824 0.39104321 0.34838565 0.45378289 0.32834009
0.25649002 0.45599621 0.27561336 0.22075959 0.37931403 0.43422522
0.45308418 0.51347084 0.3635668 0.47254853 0.3950001 0.32595486]
final inputs: [ 6.83372163 0.04248187 -3.04982488 -9.52324859 -1.33352204 -5.84286466
-0.21809233 3.8768084 6.19157786 -7.17021545]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
-7.82054727e-02 -2.86870684e-02 -4.14453835e-02 3.89908994e-01
6.00616064e-01 -8.55013126e-01]
[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
-1.10822032e-01 -5.41854160e-01 -1.41767201e-01 2.40974268e-01
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[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 6.97250700e-01 -2.01609068e-03 -1.80750343e-01 -8.76672270e-01
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7.01887060e-01 -5.92859915e-01]
[ 4.60471028e-01 -5.07719790e-03 -2.04016507e-01 -1.02970184e+00
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[ 6.56244682e-01 2.33195692e-01 -3.53649046e-01 -5.69291279e-01
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[ 3.88072155e-01 -5.06693231e-01 -3.03416691e-01 -9.05172544e-01
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[ 7.77387605e-01 2.03627206e-01 -3.40217760e-01 -5.18049705e-01
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4.84505703e-01 -4.45524104e-01]
[ 4.73754097e-01 3.39777727e-01 -1.26692675e-01 -8.79754756e-01
1.46770694e-01 -1.59434148e-01 1.04604150e-01 4.40098910e-01
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[ 2.89133043e-01 -2.52941359e-02 -4.40246699e-01 -8.77998123e-01
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[ 8.82461723e-01 -5.25352174e-04 -2.03744955e-02 -1.04648578e+00
3.62006356e-01 -3.42346681e-01 4.32489216e-01 3.22355306e-01
5.87349451e-01 -4.70654167e-01]
[ 8.82666630e-01 -1.79852917e-01 -2.21367544e-01 -7.04917661e-01
1.18808193e-02 -4.06873319e-01 4.17963390e-02 3.58655035e-01
6.34035389e-01 -7.65562052e-01]
[ 6.79476506e-01 1.89264181e-01 -1.32578780e-01 -7.07470365e-01
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[ 4.39919644e-01 2.22872863e-01 -5.39449685e-02 -8.84900631e-01
-1.38771980e-01 -5.93955311e-01 -1.26606113e-01 3.97203118e-01
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[ 3.94665887e-01 -9.89947833e-02 -4.28546872e-01 -7.00671632e-01
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3.00359617e-01 -2.99296008e-01]
[ 8.18050135e-01 -1.85673197e-01 -2.49409387e-01 -8.42278763e-01
-1.59043747e-01 -3.59680309e-01 3.77549925e-01 4.82265503e-01
4.05177943e-01 -7.10420204e-01]
[ 6.50523664e-01 6.66543880e-02 -1.53769919e-01 -8.04240501e-01
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[ 6.28186128e-01 -1.18069903e-01 -5.08855960e-01 -7.97229377e-01
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[ 3.14700506e-01 -1.02140984e-01 1.42369860e-01 -6.55766204e-01
-1.03933096e-01 -4.85147100e-01 3.08063315e-01 1.26452586e-01
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4.15146946e-01 -5.55450701e-01 -9.75978366e-02 4.22102294e-01
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[ 7.09750855e-01 -2.91345509e-02 -4.62551667e-01 -6.71859446e-01
2.08457865e-01 -5.41060392e-01 1.86067813e-01 3.41883898e-01
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[ 5.84009673e-01 -1.11086224e-01 -1.71757555e-01 -6.16643448e-01
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4.87039505e-01 -6.47048054e-01]
[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
-1.00528439e-01 -4.45237662e-01 -2.79219949e-01 1.92075546e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
3.32201919e-01 -6.63612771e-01]
[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
-2.45963490e-01 -5.18733569e-01 4.73953728e-01 9.36831619e-02
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[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
5.43786183e-01 -7.86432585e-01]
[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-7.86170308 -1.07046332 2.02184343 8.49526714 0.30554059 4.8148832
-0.80988912 -4.90478986 -7.21955931 6.142234 ]
[ 6.18536515 0.18879636 -2.36925183 -8.14744031 -0.9643874 -4.89498096
0.02234875 3.42059863 5.50948727 -6.17789151]
X: [ 0. 0. 0.53497563 -0.14113338 -0.69966852 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
-0.15203696]
...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.97573161 -0.72496504 -0.5199509 -0.73785245 -0.23678742 -0.12943912
-1.22146581 -1.16536361 -0.24670166 -0.65328398 -0.7955444 -0.74850185
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-0.83427308 -0.962221 -1.05078199 -0.71576797 -0.57167387 -0.73211136
-0.69191106 -0.43199486 -0.34100001 -0.23712149 -0.79802343 -0.85822824]
hidden Outputs: [ 0.27373955 0.32630058 0.37286371 0.32347393 0.44107819 0.46768532
0.2276786 0.23769406 0.4386355 0.34224988 0.31097942 0.32114783
0.40851914 0.38936265 0.44940699 0.33581283 0.18961588 0.26785733
0.30274231 0.27643373 0.25907497 0.32832558 0.36085068 0.32473158
0.33360808 0.39365008 0.41556658 0.44099584 0.31044848 0.29770965]
final inputs: [ 6.18536515 0.18879636 -2.36925183 -8.14744031 -0.9643874 -4.89498096
0.02234875 3.42059863 5.50948727 -6.17789151]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
-7.82054727e-02 -2.86870684e-02 -4.14453835e-02 3.89908994e-01
6.00616064e-01 -8.55013126e-01]
[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
-1.10822032e-01 -5.41854160e-01 -1.41767201e-01 2.40974268e-01
5.31585839e-01 -7.36441861e-01]
[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 6.97250700e-01 -2.01609068e-03 -1.80750343e-01 -8.76672270e-01
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[ 4.60471028e-01 -5.07719790e-03 -2.04016507e-01 -1.02970184e+00
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[ 6.56244682e-01 2.33195692e-01 -3.53649046e-01 -5.69291279e-01
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[ 3.88072155e-01 -5.06693231e-01 -3.03416691e-01 -9.05172544e-01
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[ 4.73754097e-01 3.39777727e-01 -1.26692675e-01 -8.79754756e-01
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[ 8.82461723e-01 -5.25352174e-04 -2.03744955e-02 -1.04648578e+00
3.62006356e-01 -3.42346681e-01 4.32489216e-01 3.22355306e-01
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[ 8.82666630e-01 -1.79852917e-01 -2.21367544e-01 -7.04917661e-01
1.18808193e-02 -4.06873319e-01 4.17963390e-02 3.58655035e-01
6.34035389e-01 -7.65562052e-01]
[ 6.79476506e-01 1.89264181e-01 -1.32578780e-01 -7.07470365e-01
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[ 4.39919644e-01 2.22872863e-01 -5.39449685e-02 -8.84900631e-01
-1.38771980e-01 -5.93955311e-01 -1.26606113e-01 3.97203118e-01
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[ 3.94665887e-01 -9.89947833e-02 -4.28546872e-01 -7.00671632e-01
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[ 8.18050135e-01 -1.85673197e-01 -2.49409387e-01 -8.42278763e-01
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[ 6.28186128e-01 -1.18069903e-01 -5.08855960e-01 -7.97229377e-01
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[ 5.84009673e-01 -1.11086224e-01 -1.71757555e-01 -6.16643448e-01
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[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
-1.00528439e-01 -4.45237662e-01 -2.79219949e-01 1.92075546e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
3.32201919e-01 -6.63612771e-01]
[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
-2.45963490e-01 -5.18733569e-01 4.73953728e-01 9.36831619e-02
3.35803361e-01 -4.91208523e-01]
[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
5.43786183e-01 -7.86432585e-01]
[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-7.09757243 -1.10100363 1.45704455 7.23523303 0.05218013 3.98277368
-0.93455602 -4.33280591 -6.42169454 5.26568423]
[ 5.91716567 0.36500098 -2.06234794 -7.38386367 -0.72901856 -4.3981301
0.22062174 3.29447543 5.11887451 -5.54791632]
X: [ 1. 0. 1.67749968 -0.34846264 0.88607317 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
-0.15203696]
...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.70024385 -1.22919851 -1.07244363 -0.61901246 -0.8549491 -0.64852551
-1.36839426 -0.98677298 -1.71875767 -0.81788313 -0.76737721 -1.511319
-0.18612023 -0.50846122 -0.07392302 -0.88145448 -2.00685148 -0.20271737
-0.52015182 -1.35306287 -0.9456517 -0.27924093 -0.82233402 -0.7133343
-0.73332185 -0.91824672 -0.34633296 -0.85997245 -0.70740592 -0.48723506]
hidden Outputs: [ 0.33175817 0.22632174 0.25493865 0.35000608 0.2983957 0.34332189
0.2028794 0.27154995 0.15203125 0.3062132 0.31704674 0.1807434
0.4536038 0.37555432 0.48152766 0.29287647 0.11848544 0.4494935
0.37281673 0.20537008 0.27976014 0.43063988 0.30526844 0.3288625
0.3244662 0.28531527 0.41427195 0.2973451 0.33017229 0.38054513]
final inputs: [ 5.91716567 0.36500098 -2.06234794 -7.38386367 -0.72901856 -4.3981301
0.22062174 3.29447543 5.11887451 -5.54791632]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 7.77387605e-01 2.03627206e-01 -3.40217760e-01 -5.18049705e-01
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[ 8.82666630e-01 -1.79852917e-01 -2.21367544e-01 -7.04917661e-01
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[ 6.79476506e-01 1.89264181e-01 -1.32578780e-01 -7.07470365e-01
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[ 4.39919644e-01 2.22872863e-01 -5.39449685e-02 -8.84900631e-01
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[ 3.14700506e-01 -1.02140984e-01 1.42369860e-01 -6.55766204e-01
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[ 7.09750855e-01 -2.91345509e-02 -4.62551667e-01 -6.71859446e-01
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[ 5.84009673e-01 -1.11086224e-01 -1.71757555e-01 -6.16643448e-01
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[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
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[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
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7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
5.43786183e-01 -7.86432585e-01]
[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-5.75984008 -0.20767538 2.21967354 7.54118927 0.88634415 4.5554557
-0.06329614 -3.13714984 -4.96154891 5.70524192]
[ 5.80303066 0.28491204 -1.93954596 -7.16159016 -0.72091911 -4.18218931
0.22433434 3.2731917 5.04039107 -5.35129519]
X: [ 1. 0. 2.19682879 -1.64427052 -0.21168512 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
-0.15203696]
...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.35609918 -1.47045653 -0.93565606 -0.82135766 -0.9114258 -1.07371354
-1.91141372 -1.30703641 -1.47605897 -0.93585408 -0.69363756 -1.89917791
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0.01034894 -0.98755611 -1.24926939 -0.39734612 -1.36843152 -0.45706867
-1.16734298 -0.71603351 -0.70212102 -0.46190133 -1.06514116 -0.54057221]
hidden Outputs: [ 0.41190417 0.18687323 0.28177863 0.30547554 0.28670816 0.25469751
0.12882211 0.21298318 0.18602343 0.28173856 0.33322437 0.13020155
0.47736675 0.38067589 0.48375857 0.29462924 0.06818831 0.44530793
0.50258721 0.27139506 0.22282664 0.40195013 0.20287338 0.38768145
0.23733559 0.32826703 0.33134214 0.38653487 0.2563282 0.36805448]
final inputs: [ 5.80303066 0.28491204 -1.93954596 -7.16159016 -0.72091911 -4.18218931
0.22433434 3.2731917 5.04039107 -5.35129519]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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6.00616064e-01 -8.55013126e-01]
[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 6.97250700e-01 -2.01609068e-03 -1.80750343e-01 -8.76672270e-01
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[ 3.88072155e-01 -5.06693231e-01 -3.03416691e-01 -9.05172544e-01
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[ 8.82461723e-01 -5.25352174e-04 -2.03744955e-02 -1.04648578e+00
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[ 8.82666630e-01 -1.79852917e-01 -2.21367544e-01 -7.04917661e-01
1.18808193e-02 -4.06873319e-01 4.17963390e-02 3.58655035e-01
6.34035389e-01 -7.65562052e-01]
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[ 4.39919644e-01 2.22872863e-01 -5.39449685e-02 -8.84900631e-01
-1.38771980e-01 -5.93955311e-01 -1.26606113e-01 3.97203118e-01
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[ 3.94665887e-01 -9.89947833e-02 -4.28546872e-01 -7.00671632e-01
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[ 8.18050135e-01 -1.85673197e-01 -2.49409387e-01 -8.42278763e-01
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[ 5.84009673e-01 -1.11086224e-01 -1.71757555e-01 -6.16643448e-01
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4.87039505e-01 -6.47048054e-01]
[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
3.32201919e-01 -6.63612771e-01]
[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
-2.45963490e-01 -5.18733569e-01 4.73953728e-01 9.36831619e-02
3.35803361e-01 -4.91208523e-01]
[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
5.43786183e-01 -7.86432585e-01]
[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-5.50236561 0.01575301 2.24021102 7.46225521 1.02158416 4.48285437
0.07633071 -2.97252665 -4.73972601 5.65196025]
[ 7.45123293 0.33879724 -3.04428339 -9.69866731 -1.18580246 -5.93806356
0.10961799 4.37946525 6.69273539 -7.27529278]
X: [ 0. 0. -0.08821931 0.99917756 0.51988127 0. 1.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
-0.15203696]
...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.32034083 -0.77631479 -0.61681949 -0.59548754 0.09284359 0.07059245
0.35971446 -0.47093583 -0.65000582 -0.51250466 -0.39760927 -0.84905044
-0.6426779 -0.14552472 -0.2210965 -0.60725177 -0.10469059 0.13530634
0.14766866 -0.42830698 -0.53369353 -0.34564893 -0.04949096 -0.57823268
-0.72807951 -0.78678121 -0.5367484 -0.39527023 -0.11919691 -0.00610643]
hidden Outputs: [ 0.42059269 0.31511468 0.35050515 0.35537675 0.52319424 0.51764079
0.58897131 0.38439477 0.34298823 0.37460656 0.40188687 0.29963209
0.34464145 0.46368289 0.44494995 0.35268636 0.47385123 0.53377507
0.53685023 0.39453068 0.36965584 0.41443794 0.48762979 0.35933935
0.32561631 0.31286022 0.36894431 0.40244925 0.470236 0.4984734 ]
final inputs: [ 7.45123293 0.33879724 -3.04428339 -9.69866731 -1.18580246 -5.93806356
0.10961799 4.37946525 6.69273539 -7.27529278]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
-7.82054727e-02 -2.86870684e-02 -4.14453835e-02 3.89908994e-01
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[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
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[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-7.41519457 -0.30275887 3.08032176 9.73470568 1.22184082 5.97410193
-0.07357962 -4.34342688 -6.65669702 7.31133115]
[ 6.04206808 0.26216081 -2.22785368 -7.66860874 -0.72203665 -4.55725037
0.05674939 3.43025258 5.26474498 -5.69478307]
X: [ 1. 0. -0.71141425 -1.95526442 1.37405656 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 1. 0. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-1.08864729 -0.80520509 -1.08181267 -0.25749403 -0.74929227 -1.04015586
-1.03091591 -1.20639058 -1.20776095 -1.28950687 -0.82633799 -0.82639419
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-1.40029373 -0.20052893 -0.90327028 -0.63751238 -0.62255569 -0.36004388]
hidden Outputs: [ 0.25187309 0.3089132 0.25316314 0.43597983 0.32097553 0.26111992
0.26290657 0.23034032 0.23009746 0.21593629 0.30441994 0.30440804
0.56227634 0.43110959 0.42717855 0.30220589 0.21396406 0.35189355
0.29078891 0.36211293 0.16990394 0.46800889 0.17570294 0.44852566
0.19776951 0.45003509 0.28837892 0.34580909 0.34920042 0.41094894]
final inputs: [ 6.04206808 0.26216081 -2.22785368 -7.66860874 -0.72203665 -4.55725037
0.05674939 3.43025258 5.26474498 -5.69478307]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 6.97250700e-01 -2.01609068e-03 -1.80750343e-01 -8.76672270e-01
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[ 4.39919644e-01 2.22872863e-01 -5.39449685e-02 -8.84900631e-01
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[ 8.18050135e-01 -1.85673197e-01 -2.49409387e-01 -8.42278763e-01
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[ 5.84009673e-01 -1.11086224e-01 -1.71757555e-01 -6.16643448e-01
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[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
-1.00528439e-01 -4.45237662e-01 -2.79219949e-01 1.92075546e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
3.32201919e-01 -6.63612771e-01]
[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
-2.45963490e-01 -5.18733569e-01 4.73953728e-01 9.36831619e-02
3.35803361e-01 -4.91208523e-01]
[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
5.43786183e-01 -7.86432585e-01]
[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-6.57387448 -0.79396722 1.69604727 7.13680233 0.19023024 4.02544397
-0.5885558 -3.96205899 -5.79655139 5.16297666]
[ 6.81093505 0.12069588 -2.78133153 -9.30320754 -1.19461743 -5.55489782
-0.05257605 3.92365396 6.20711127 -6.92869001]
X: [ 0. 0. -0.81528007 -0.08930106 -1.55384381 0. 0.
0. 1. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
-0.15203696]
...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.68225537 -0.11807929 -0.54448541 -0.40968986 0.5484137 -0.4147821
-0.46090496 -1.00125463 0.42700372 -0.90636579 -0.44625918 -0.22060042
-0.57589826 -0.79218247 -0.58893698 -0.32969405 -1.09505621 -0.90514074
-0.37338772 -0.2448037 -0.65774889 -0.9246277 -0.7444586 -0.37652075
-0.6298186 0.04782331 -0.40116336 -0.14876027 -0.40412953 -0.97658002]
hidden Outputs: [ 0.33575811 0.47051443 0.36714478 0.39898649 0.63376748 0.39776602
0.38677116 0.26869482 0.60515796 0.28774408 0.39025055 0.44507247
0.35987695 0.31170024 0.3568788 0.41831507 0.25066736 0.28799522
0.40772268 0.4391029 0.34124547 0.28401591 0.32202994 0.40696632
0.34755167 0.51195355 0.40103286 0.46287836 0.40032058 0.27357091]
final inputs: [ 6.81093505 0.12069588 -2.78133153 -9.30320754 -1.19461743 -5.55489782
-0.05257605 3.92365396 6.20711127 -6.92869001]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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6.00616064e-01 -8.55013126e-01]
[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
-1.10822032e-01 -5.41854160e-01 -1.41767201e-01 2.40974268e-01
5.31585839e-01 -7.36441861e-01]
[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
-2.11460206e-03 -4.79086337e-01 -1.68594936e-01 2.35341920e-01
4.36556818e-01 -7.11901436e-01]
[ 6.97250700e-01 -2.01609068e-03 -1.80750343e-01 -8.76672270e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
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[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
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[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
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oet: [-6.75835752 -0.06811835 2.83390906 9.35578507 1.24719496 5.60747535
0.10515359 -3.87107643 -6.15453374 6.98126754]
[ 5.70004953 0.28178519 -2.06113206 -7.34400604 -0.86398876 -4.2403146
0.04503015 3.38860902 5.14153353 -5.48885491]
X: [ 1. 0. 0.4311098 -2.05892905 -0.21168512 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.97757368 -0.7176712 -1.00856775 -0.57649329 -0.39153439 -1.37475709
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-1.64559183 -0.17298908 -0.89411724 -0.41902602 -0.89935654 0.00980633]
hidden Outputs: [ 0.27337348 0.32790601 0.26726024 0.35973989 0.40334798 0.20185235
0.20831812 0.09965552 0.20759788 0.33142873 0.31434372 0.25322704
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0.49745759 0.37520888 0.13427924 0.26238174 0.17278335 0.40234909
0.16170562 0.45686026 0.2902609 0.39674984 0.28918275 0.50245156]
final inputs: [ 5.70004953 0.28178519 -2.06113206 -7.34400604 -0.86398876 -4.2403146
0.04503015 3.38860902 5.14153353 -5.48885491]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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[ 5.84009673e-01 -1.11086224e-01 -1.71757555e-01 -6.16643448e-01
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[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
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[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
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[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
5.43786183e-01 -7.86432585e-01]
[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
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8.30175338e-01 -7.07523028e-01]]
oet: [-4.08176408 1.33650026 3.67941751 8.96229149 2.48227421 5.85860005
1.5732553 -1.77032357 -3.52324808 7.10714036]
[ 5.82442514 0.30550083 -1.96883395 -7.16944145 -0.68600929 -4.2141707
0.22233914 3.27401202 4.95425006 -5.34017451]
X: [ 1. 0. 1.98909715 -1.59243821 0.27629827 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.59676271 -1.60415776 -0.77433184 -0.69251903 -0.78109193 -0.86961872
-1.5426438 -1.45863019 -1.82857123 -0.97970056 -0.49424259 -1.90969892
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-0.6669783 -1.1962148 -1.68442735 -0.30505593 -0.93338335 -0.17959988
-1.09861533 -0.68914586 -0.2863574 -0.68580396 -1.31922592 -0.6509586 ]
hidden Outputs: [ 0.35508468 0.16740131 0.31554279 0.33347294 0.3140846 0.29533364
0.17615127 0.18867692 0.13840857 0.2729512 0.37889463 0.12901468
0.45764213 0.42626376 0.4231375 0.31516223 0.11198711 0.43560584
0.33917378 0.23214927 0.1565101 0.42432199 0.28223881 0.45522033
0.24999943 0.33422311 0.42889587 0.33496715 0.21094711 0.34277355]
final inputs: [ 5.82442514 0.30550083 -1.96883395 -7.16944145 -0.68600929 -4.2141707
0.22233914 3.27401202 4.95425006 -5.34017451]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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6.00616064e-01 -8.55013126e-01]
[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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5.31585839e-01 -7.36441861e-01]
[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 6.97250700e-01 -2.01609068e-03 -1.80750343e-01 -8.76672270e-01
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-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
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[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-5.39695979 0.12196451 2.39629929 7.59690679 1.11347463 4.64163604
0.20512621 -2.84654668 -4.52678472 5.76763985]
[ 6.83179589 0.07327347 -2.87817227 -9.32723322 -1.40131504 -5.66439915
-0.11886121 3.83225988 6.23736196 -6.97153493]
X: [ 0. 0. -1.02301172 -0.08930106 -0.69966852 1. 0.
0. 0. 1. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.55675715 -0.35007478 -0.14429402 -0.56961553 -0.14885199 -0.2686982
-0.62790619 -0.71589183 0.43604249 -0.57878142 -0.98792934 0.37664489
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-0.53368828 0.00862448 -0.40192552 -0.30654606 -0.90794075 -0.34851594]
hidden Outputs: [ 0.36429812 0.41336429 0.46398895 0.36132554 0.46285556 0.43322671
0.34798546 0.32829827 0.60731563 0.35921304 0.27132127 0.59306364
0.34741763 0.49579935 0.43569104 0.36800837 0.40359673 0.30076513
0.22285224 0.42727785 0.29337389 0.26977585 0.29673611 0.39065944
0.36965707 0.50215611 0.4008498 0.42395803 0.28742141 0.41374235]
final inputs: [ 6.83179589 0.07327347 -2.87817227 -9.32723322 -1.40131504 -5.66439915
-0.11886121 3.83225988 6.23736196 -6.97153493]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
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[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
-2.45963490e-01 -5.18733569e-01 4.73953728e-01 9.36831619e-02
3.35803361e-01 -4.91208523e-01]
[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
5.43786183e-01 -7.86432585e-01]
[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
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oet: [-7.26436729 -0.50584487 2.44560087 8.89466182 0.96874364 5.23182775
-0.31371019 -4.26483128 -6.66993336 6.53896353]
[ 7.17483646 0.10447082 -3.14324799 -9.70765662 -1.49814152 -5.98577195
-0.20204335 4.11857221 6.58710709 -7.339198 ]
X: [ 0. 0. -0.9191459 -0.50395959 -1.55384381 1. 0.
0. 0. 0. 1. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
1. 0. 0. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
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[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.09193597 -0.99726797 -0.06734265 -0.35623594 -0.25061735 -0.15221682
-0.06983465 -0.26124863 0.37284115 -0.54611967 -0.78316744 -0.08316815
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-0.62322464 0.2179564 -1.26231531 0.3111423 -0.44856511 -0.6003775 ]
hidden Outputs: [ 0.47703218 0.26947891 0.4831707 0.41187104 0.43767155 0.4620191
0.48254843 0.43505679 0.59214532 0.36676514 0.31363763 0.47921994
0.30233993 0.43918269 0.50630127 0.43899706 0.34040914 0.44343495
0.30310978 0.53097563 0.27316552 0.22307646 0.264493 0.48961553
0.34904841 0.55427441 0.22057558 0.57716406 0.38970198 0.35425733]
final inputs: [ 7.17483646 0.10447082 -3.14324799 -9.70765662 -1.49814152 -5.98577195
-0.20204335 4.11857221 6.58710709 -7.339198 ]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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6.00616064e-01 -8.55013126e-01]
[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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5.31585839e-01 -7.36441861e-01]
[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 6.97250700e-01 -2.01609068e-03 -1.80750343e-01 -8.76672270e-01
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[ 6.56244682e-01 2.33195692e-01 -3.53649046e-01 -5.69291279e-01
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[ 3.88072155e-01 -5.06693231e-01 -3.03416691e-01 -9.05172544e-01
-2.88209114e-01 -6.38990993e-01 -1.70355861e-01 4.23972501e-02
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[ 7.77387605e-01 2.03627206e-01 -3.40217760e-01 -5.18049705e-01
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-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
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oet: [-7.91062594 -0.84026031 2.40745851 8.97186714 0.76235203 5.24998246
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[ 6.9946099 0.18462906 -2.85197046 -9.42491614 -1.29110942 -5.58163436
0.02145648 3.86741056 6.2711957 -7.08820287]
X: [ 0. 0. 0.53497563 1.31017145 -0.82146002 0. 0.
0. 1. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
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0. 0. 1. 0. 0. 0. 0. ]
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[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
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[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
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hidden inputs: [-0.17722985 -0.33862727 -0.48579709 -0.14556147 -0.04665353 -0.06306436
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0.06560686 -0.21409931 0.13969217 -0.21745676 -0.53558622 -0.9720263 ]
hidden Outputs: [ 0.45580815 0.41614297 0.38088416 0.46367375 0.48833873 0.48423913
0.37392582 0.3313209 0.49498084 0.35245375 0.40221085 0.38867983
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0.51639583 0.4466787 0.53486636 0.44584903 0.36921493 0.2744768 ]
final inputs: [ 6.9946099 0.18462906 -2.85197046 -9.42491614 -1.29110942 -5.58163436
0.02145648 3.86741056 6.2711957 -7.08820287]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
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[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
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[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
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oet: [-7.52641631 -0.71643547 2.32016405 8.89310973 0.75930301 5.04982795
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[ 7.18569899 0.19690385 -2.91307968 -9.67164534 -1.23894677 -5.85807649
0.03251039 4.08960412 6.44977349 -7.14690722]
X: [ 0. 0. -0.81528007 0.16986051 0.27629827 0. 0.
0. 1. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
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1. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 1. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
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[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
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[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.78386011 -0.01888891 -0.42912072 -0.27700421 0.19916734 -0.48048484
-0.46192216 -0.77320829 -0.18049133 -0.73736096 -0.23072559 0.38749388
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-0.62913355 -0.15435103 -0.11930018 -0.23575702 -0.24425787 -0.92252188]
hidden Outputs: [ 0.31348854 0.49527791 0.39433632 0.43118839 0.54962789 0.38213764
0.38652993 0.3157855 0.45499927 0.3235815 0.44257313 0.59567926
0.43119774 0.34529729 0.39232188 0.34993673 0.42265672 0.42972997
0.31310841 0.3235817 0.42582749 0.3696908 0.36061793 0.46516583
0.34770703 0.46148867 0.47021028 0.44133223 0.43923733 0.28444432]
final inputs: [ 7.18569899 0.19690385 -2.91307968 -9.67164534 -1.23894677 -5.85807649
0.03251039 4.08960412 6.44977349 -7.14690722]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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3.62006356e-01 -3.42346681e-01 4.32489216e-01 3.22355306e-01
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1.18808193e-02 -4.06873319e-01 4.17963390e-02 3.58655035e-01
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[ 6.79476506e-01 1.89264181e-01 -1.32578780e-01 -7.07470365e-01
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[ 7.09750855e-01 -2.91345509e-02 -4.62551667e-01 -6.71859446e-01
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[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
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7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-7.62378344 -0.63498831 2.47499522 9.23356088 0.80086232 5.41999203
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[ 6.4458233 0.27036771 -2.39112898 -8.30234255 -0.8379193 -4.97172643
0.10774999 3.67311138 5.69195573 -6.18444961]
X: [ 0. 0. 0.22337816 -0.71128885 0.03189788 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 1. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.60242288 -0.85581227 -1.17640079 -0.21333584 -0.61038819 -0.6436742
-0.71169091 -1.05833241 -0.78497707 -1.4232683 -0.97081575 -1.0093463
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0.03089452 -0.88241433 -0.83580189 -0.27702242 -0.56548117 -0.39867229
-0.75927107 -0.2834558 -0.65222208 -0.73274015 -0.6654276 -0.29913043]
hidden Outputs: [ 0.35378957 0.29821502 0.23569996 0.4468674 0.35197065 0.34441645
0.32922532 0.25762826 0.31324821 0.19414973 0.27471794 0.2671078
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0.50772302 0.29267772 0.30241969 0.43118392 0.36228017 0.40163138
0.31880455 0.42960675 0.34248897 0.32459371 0.33952143 0.42577007]
final inputs: [ 6.4458233 0.27036771 -2.39112898 -8.30234255 -0.8379193 -4.97172643
0.10774999 3.67311138 5.69195573 -6.18444961]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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[ 5.84009673e-01 -1.11086224e-01 -1.71757555e-01 -6.16643448e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
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[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
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[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
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[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
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oet: [-6.8287772 -0.65332161 2.00817508 7.91938866 0.4549654 4.58877254
-0.49070388 -4.05606528 -6.07490963 5.80149571]
[ 5.99361409 0.14174948 -2.44591447 -8.03284342 -0.93137737 -4.87216333
-0.08439252 3.40498149 5.37265895 -6.05802792]
X: [ 1. 0. -1.23074336 -0.97045042 -0.21168512 1. 0.
0. 0. 1. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 1. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
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[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-1.49216923 -1.18454404 -0.70872073 -0.23346413 -0.43875439 -0.76585955
-0.99695912 -1.15246846 -0.58254507 -1.37308259 -1.27665694 -0.45820253
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-0.40554273 -0.13281518 -1.07756435 -0.46316597 -0.588437 -0.46496951]
hidden Outputs: [ 0.18359636 0.23423615 0.32988157 0.44189764 0.39203781 0.31737545
0.26953972 0.2400385 0.35834718 0.20212226 0.21811982 0.38741232
0.47892181 0.4146482 0.45522748 0.33763744 0.24521501 0.33086542
0.24160163 0.42223189 0.25271383 0.26036279 0.25604014 0.43853671
0.39998137 0.46684493 0.25396722 0.38623504 0.35699356 0.38580758]
final inputs: [ 5.99361409 0.14174948 -2.44591447 -8.03284342 -0.93137737 -4.87216333
-0.08439252 3.40498149 5.37265895 -6.05802792]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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5.31585839e-01 -7.36441861e-01]
[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 6.97250700e-01 -2.01609068e-03 -1.80750343e-01 -8.76672270e-01
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[ 8.82461723e-01 -5.25352174e-04 -2.03744955e-02 -1.04648578e+00
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-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
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oet: [-6.4868291 -0.63496449 1.95269945 7.53962841 0.43816235 4.37894832
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0.25029565 3.34554937 4.94973985 -5.31594837]
X: [ 1. 0. 1.05430474 -1.48877358 1.61845695 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0. ]
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[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
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hidden inputs: [-1.13087781 -1.10015599 -1.36089682 -0.53050098 -0.55485202 -0.98219838
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-1.14644152 -0.24768675 -0.20501115 -1.11245449 -1.11316082 -0.33575185]
hidden Outputs: [ 0.24399914 0.24971067 0.20409458 0.37040005 0.36473944 0.2724558
0.15980802 0.16122332 0.11055107 0.3379845 0.35188831 0.21595958
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0.24113965 0.43839295 0.44892597 0.24741358 0.24728208 0.41684177]
final inputs: [ 5.92743184 0.35860896 -1.99138661 -7.32342548 -0.61248708 -4.21098731
0.25029565 3.34554937 4.94973985 -5.31594837]
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[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
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[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
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oet: [-3.27269185 2.29613103 4.6461266 9.97816547 3.26722707 6.86572729
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[ 5.70078553 0.22085008 -2.1596139 -7.552489 -0.81726284 -4.53216455
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X: [ 1. 0. -0.9191459 -1.54060589 0.76428167 0. 1.
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0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
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[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
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[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-1.57060645 -0.91549835 -1.10036675 -0.4311724 -0.58374362 -0.81829593
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-0.87598353 -0.35574209 -0.88777638 -0.31503567 -0.60571984 0.44880192]
hidden Outputs: [ 0.17212996 0.28587602 0.24967118 0.39384641 0.35807164 0.30612551
0.25071032 0.12549109 0.27695929 0.19502512 0.25438404 0.29776244
0.42729338 0.3425329 0.41148962 0.28448846 0.1795642 0.27671401
0.32673124 0.32512281 0.25133805 0.30715475 0.27056726 0.46789822
0.29401078 0.41199068 0.29156892 0.42188607 0.35303618 0.61035434]
final inputs: [ 5.70078553 0.22085008 -2.1596139 -7.552489 -0.81726284 -4.53216455
-0.01064202 3.33240864 5.20677427 -5.76090179]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
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5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-6.44760113 -0.96766567 1.41279831 6.80567341 0.07044724 3.78534896
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[ 5.67467191 0.20963329 -2.00625089 -7.34126949 -0.75284261 -4.28015505
0.17935738 3.26431745 4.95709102 -5.39798671]
X: [ 1. 0. 1.15817056 -0.60762422 -0.21168512 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
-0.15203696]
...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.90371767 -0.91526735 -1.13095853 -0.62226441 -0.83546294 -0.46930395
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-1.42924765 -0.46616297 -0.54717256 -1.10500611 -1.18183525 -0.91514458]
hidden Outputs: [ 0.28828711 0.28592319 0.24398425 0.34926662 0.3024912 0.384781
0.20146721 0.17716715 0.29849229 0.23807318 0.300663 0.21619762
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0.48920991 0.25941237 0.21722415 0.29717252 0.30072713 0.35755953
0.19321594 0.38552482 0.36652064 0.24880308 0.23472237 0.28594825]
final inputs: [ 5.67467191 0.20963329 -2.00625089 -7.34126949 -0.75284261 -4.28015505
0.17935738 3.26431745 4.95709102 -5.39798671]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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7.49760096e-01 -2.95524130e-01]
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
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[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
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[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
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[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
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8.30175338e-01 -7.07523028e-01]]
oet: [-4.52499622 0.94004239 3.15592657 8.49094518 1.90251829 5.42983074
0.9703183 -2.11464176 -3.80741533 6.5476624 ]
[ 7.89775019e+00 2.10662080e-01 -3.42031613e+00 -1.06039224e+01
-1.39806233e+00 -6.64926961e+00 1.03419224e-02 4.41224399e+00
7.04169175e+00 -8.03537576e+00]
X: [ 0. 0. -0.81528007 1.56933303 0.03189788 1. 0.
0. 0. 0. 1. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.97401093 -0.75857486 -0.00170472 0.07974674 -0.15374243 0.49013893
0.16353591 0.13905701 -0.16484137 -0.58908236 -0.70442706 -0.11255763
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0.07519458 -0.65759157 -0.13431851 -0.14292469 -0.11264466 -0.36093513]
hidden Outputs: [ 0.27408176 0.31895576 0.49957382 0.51992613 0.46163992 0.62013916
0.5407931 0.53470834 0.45888272 0.35684543 0.33083142 0.47189026
0.36724949 0.48859631 0.4570906 0.39668921 0.60368717 0.55957387
0.24212775 0.46089806 0.53068098 0.34911582 0.55499975 0.39709027
0.51878979 0.34128084 0.46647077 0.46432953 0.47186857 0.41073322]
final inputs: [ 7.89775019e+00 2.10662080e-01 -3.42031613e+00 -1.06039224e+01
-1.39806233e+00 -6.64926961e+00 1.03419224e-02 4.41224399e+00
7.04169175e+00 -8.03537576e+00]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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oet: [ -8.37442604 -0.68733793 2.94364028 10.12724651 0.92138648
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[ 6.88429318 0.34495162 -2.54304336 -8.65050612 -0.84026057 -5.0968131
0.16744453 3.83260921 5.85523813 -6.43567105]
X: [ 0. 0. 0.8465731 -1.229612 0.51988127 1. 0.
0. 0. 1. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
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0. 0. 0. 0. 0. 1. 0. ]
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-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
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hidden inputs: [-1.15625116 -0.77360169 -0.78131977 0.07905546 -0.2898574 -0.84160497
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-0.8663951 -0.34155826 -0.14734585 -0.71236429 -0.76258199 -0.26741575]
hidden Outputs: [ 0.23934914 0.3157005 0.31403551 0.51975358 0.42803878 0.30119687
0.24021836 0.29018714 0.28709115 0.41032876 0.40150386 0.2723095
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final inputs: [ 6.88429318 0.34495162 -2.54304336 -8.65050612 -0.84026057 -5.0968131
0.16744453 3.83260921 5.85523813 -6.43567105]
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[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
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[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
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oet: [-6.96954205 -0.43020049 2.45779449 8.56525725 0.7550117 5.01156423
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[ 5.93962575 0.12111821 -2.41000695 -7.85645299 -1.02504213 -4.76227004
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X: [ 1. 0. -0.5036826 -1.02228274 0.51988127 1. 0.
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1. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
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0. 1. 0. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
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[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
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[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
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hidden inputs: [-1.1566142 -1.05755402 -0.81025554 -0.3485595 -0.93147053 -0.57728689
-0.75977827 -1.00424866 -0.50027125 -0.8823552 -1.18476124 -0.32140081
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-0.96015267 -0.00966882 -0.89274569 -0.58409786 -0.8125862 -0.71142698]
hidden Outputs: [ 0.23928305 0.25777716 0.30783604 0.41373178 0.28262647 0.35955712
0.31869441 0.2681069 0.37747693 0.29268996 0.23419719 0.4203344
0.41289173 0.48081632 0.45251151 0.32936762 0.22851755 0.38219908
0.19782928 0.35324928 0.21486135 0.24947995 0.24146606 0.40700522
0.27684763 0.49758281 0.29054354 0.35799022 0.30733967 0.32928361]
final inputs: [ 5.93962575 0.12111821 -2.41000695 -7.85645299 -1.02504213 -4.76227004
-0.0355259 3.33451347 5.25354067 -5.90948902]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
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7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-5.72716959 0.09133794 2.62246311 8.06890915 1.23749829 4.9747262
0.24798206 -3.12205731 -5.04108451 6.12194518]
[ 6.48981714 0.35887738 -2.37438801 -8.26234566 -0.77798562 -4.90896916
0.23915644 3.57057655 5.62545744 -6.24208904]
X: [ 0. 0. 1.15817056 -0.45212727 0.76428167 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 1. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.55130708 -0.91806705 -0.56262633 -0.26800503 -0.94871664 -0.31128394
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-0.13836259 -0.9999792 -0.00427952 -0.56410246 -0.66380657 -0.24767474]
hidden Outputs: [ 0.36556121 0.28535191 0.36294 0.43339692 0.27914299 0.42280138
0.22469516 0.24532509 0.16526548 0.28759758 0.31178512 0.2266132
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0.43597017 0.23905536 0.31086439 0.41644704 0.54138207 0.29745136
0.46546443 0.26894551 0.49893012 0.36259876 0.33988504 0.43839591]
final inputs: [ 6.48981714 0.35887738 -2.37438801 -8.26234566 -0.77798562 -4.90896916
0.23915644 3.57057655 5.62545744 -6.24208904]
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7.49760096e-01 -2.95524130e-01]
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
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[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
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[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
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[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
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oet: [-6.68532713 -0.55438737 2.17887802 8.06683567 0.58247563 4.71345917
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[ 5.87436354 0.29608775 -2.13490562 -7.58705262 -0.72879691 -4.48079691
0.14674585 3.40707447 5.15197385 -5.67832581]
X: [ 1. 0. 1.05430474 -1.07411506 0.51988127 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.99551271 -1.00114887 -0.59522009 -0.93726079 -0.58639888 -0.5446844
-1.55478848 -1.64882489 -1.35825224 -1.20726843 -0.89014589 -1.11758074
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-0.76672385 -0.5097403 -0.56581794 -0.90634244 -0.59765134 -0.63368239]
hidden Outputs: [ 0.26982459 0.2687156 0.35543802 0.28145398 0.35746154 0.36709854
0.17439574 0.16126783 0.20452451 0.23018473 0.29107972 0.24646031
0.49002404 0.33789209 0.46537855 0.33075742 0.12503579 0.43970079
0.43776117 0.2588317 0.21723555 0.35844395 0.34254331 0.40205325
0.31718823 0.37525441 0.36220237 0.28774887 0.35488121 0.34667604]
final inputs: [ 5.87436354 0.29608775 -2.13490562 -7.58705262 -0.72879691 -4.48079691
0.14674585 3.40707447 5.15197385 -5.67832581]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
3.32201919e-01 -6.63612771e-01]
[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
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3.35803361e-01 -4.91208523e-01]
[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
5.43786183e-01 -7.86432585e-01]
[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [ -2.574596 3.00367979 5.43467316 10.88682016 4.02856446
7.78056446 3.1530217 -0.10730692 -1.8522063 8.97809335]
[ 8.29332923 0.29365562 -3.32531828 -10.69787072 -1.18739244
-6.51705161 0.19112006 4.741045 7.18121275 -7.95048471]
X: [ 0. 0. -0.39981678 -0.45212727 2.10644035 0. 0.
0. 1. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
-0.15203696]
...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.77681762 -0.41170931 -0.25930456 0.11492484 0.14977122 -0.25781915
-0.09214521 -0.13925593 -0.67637362 -0.38621941 0.30998614 -0.31063216
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-0.71791318 -0.36901137 -0.06583091 -0.02134705 0.1333294 -0.43543797]
hidden Outputs: [ 0.31500617 0.39850233 0.43553467 0.52869963 0.53737297 0.43589988
0.47697998 0.46524217 0.33707115 0.40462773 0.57688188 0.42296044
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0.39753987 0.47331449 0.52217825 0.56524511 0.41934324 0.54488293
0.32785268 0.40877993 0.48354821 0.49466344 0.53328306 0.39282855]
final inputs: [ 8.29332923 0.29365562 -3.32531828 -10.69787072 -1.18739244
-6.51705161 0.19112006 4.741045 7.18121275 -7.95048471]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
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[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
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[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
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8.30175338e-01 -7.07523028e-01]]
oet: [ -8.19664725 -0.19697364 3.42200026 10.7945527 1.28407442
6.6137336 -0.09443808 -4.64436302 -7.08453077 8.04716669]
[ 5.9630197 0.3461637 -2.13075009 -7.46393743 -0.81890168 -4.39173925
0.13350197 3.39914627 5.20119027 -5.50436578]
X: [ 1. 0. 0.63884145 -1.02228274 0.27629827 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.48133759 -1.08456338 -1.24899154 -0.65816641 -0.40043436 -1.20076877
-1.19259581 -1.62164666 -1.69340573 -0.66610792 -0.78833778 -1.01460918
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-1.23248275 -0.35464019 -0.53617768 -0.6786452 -0.68753214 -0.38960328]
hidden Outputs: [ 0.38193632 0.25264341 0.22287476 0.34115162 0.40120798 0.23133848
0.232795 0.1649779 0.15532848 0.33936889 0.31252569 0.2660788
0.41250789 0.41433718 0.4534915 0.36820569 0.1754448 0.38975721
0.39661072 0.228734 0.16972549 0.41070053 0.2711573 0.34969112
0.22574718 0.41225764 0.3690772 0.33656375 0.33458229 0.40381281]
final inputs: [ 5.9630197 0.3461637 -2.13075009 -7.46393743 -0.81890168 -4.39173925
0.13350197 3.39914627 5.20119027 -5.50436578]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-4.78026567 0.83659032 3.31350411 8.64669145 2.0016557 5.57449327
1.04925205 -2.21639224 -4.01843624 6.6871198 ]
[ 6.58667127 0.36261191 -2.43628368 -8.40048823 -0.96923251 -4.9786824
0.16245294 3.80228115 5.82290404 -6.227194 ]
X: [ 0. 0. 1.15817056 0.58451904 0.51988127 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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1. 0. 0. 0. 0. 0. 0. ]
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-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.21760987 -0.70762441 -1.04261008 -0.41285958 -0.31975745 -0.43192727
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-1.09481744 -0.49820509 -0.14254573 -1.0861926 -0.7249627 0.01587199]
hidden Outputs: [ 0.4458112 0.33012397 0.26064669 0.39822665 0.42073486 0.39366621
0.31264247 0.27749475 0.22772366 0.3067508 0.37312062 0.26823845
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0.25071221 0.37796257 0.46442379 0.25233592 0.3263011 0.50396791]
final inputs: [ 6.58667127 0.36261191 -2.43628368 -8.40048823 -0.96923251 -4.9786824
0.16245294 3.80228115 5.82290404 -6.227194 ]
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oet: [-6.04894481 0.17511455 2.97401015 8.93821469 1.50695897 5.51640887
0.37527352 -3.26455469 -5.28517758 6.76492046]
[ 8.27120921 0.13156807 -3.60054119 -11.27876825 -1.54793255
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X: [ 0. 0. -0.60754843 1.62116534 -0.69966852 0. 0.
0. 1. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
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[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
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[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [ 0.03616881 -0.25160425 0.19721285 0.0496619 0.32588597 0.58688728
0.53419978 -0.03485184 0.76028558 -0.66023377 -0.16406836 -0.20129044
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-0.56991471 0.07027754 -0.61271754 0.06550915 -0.06725251 -0.34521846]
hidden Outputs: [ 0.50904122 0.43742868 0.54914404 0.51241292 0.58075803 0.64265062
0.63046211 0.49128792 0.68141573 0.3406871 0.45907467 0.44984662
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0.32272939 0.54190085 0.46561709 0.35068899 0.43509035 0.46409516
0.36125651 0.51756216 0.35143954 0.51637143 0.48319321 0.41454241]
final inputs: [ 8.27120921 0.13156807 -3.60054119 -11.27876825 -1.54793255
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[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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oet: [ -7.74450886 0.39513228 4.12724154 11.8054686 2.0746329
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[ 7.85977340e+00 2.07066392e-01 -3.38713727e+00 -1.05099988e+01
-1.33053618e+00 -6.42882470e+00 3.19949693e-03 4.45251298e+00
6.92086881e+00 -7.89096330e+00]
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0. 1. 0. 0. 0. 0. 0.
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[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
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[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
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hidden inputs: [-1.18971695 -0.77646131 0.1268657 0.05022014 0.08645236 0.30773007
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-0.17800432 -0.35381099 -0.34210164 -0.1939468 -0.33093091 -0.35004124]
hidden Outputs: [ 0.23330956 0.31508306 0.53167396 0.5125524 0.52159964 0.5763311
0.45144637 0.50640337 0.51587241 0.41755122 0.45512736 0.4701611
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0.32159896 0.53138054 0.34551966 0.35508304 0.45911554 0.3834728
0.45561605 0.41245857 0.41529905 0.45166472 0.41801414 0.41337242]
final inputs: [ 7.85977340e+00 2.07066392e-01 -3.38713727e+00 -1.05099988e+01
-1.33053618e+00 -6.42882470e+00 3.19949693e-03 4.45251298e+00
6.92086881e+00 -7.89096330e+00]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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oet: [ -8.35298842 -0.70028141 2.89392225 10.01678383 0.83732116
5.93560969 -0.49641451 -4.945728 -7.41408382 7.39774828]
[ 7.5435098 0.15482545 -3.34553402 -10.47368309 -1.41351481
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[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
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[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
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[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-1.20744956 -0.71203911 -0.24928559 -0.07185875 0.00591389 1.01430424
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0.02744025 -0.47534521 -0.25035244 -0.0973486 -0.0161255 -0.2153791 ]
hidden Outputs: [ 0.23015263 0.32914843 0.43799935 0.48204304 0.50147847 0.73386165
0.58534762 0.40837963 0.55948786 0.30312618 0.35176478 0.49777705
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0.50685963 0.38335189 0.43773675 0.47568205 0.49596871 0.44636241]
final inputs: [ 7.5435098 0.15482545 -3.34553402 -10.47368309 -1.41351481
-6.54198706 -0.06328275 4.3499321 6.92580767 -7.9569761 ]
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-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
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hidden inputs: [-0.62583307 -0.40782793 -0.66601566 -0.14488471 -0.32859265 -0.69439951
-0.45063836 -0.64579058 -0.92748283 -0.57691822 -0.07312558 -0.4833528
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-0.8806157 -0.11844064 0.09145363 -0.45394078 -0.35644066 -0.44412404]
hidden Outputs: [ 0.34845598 0.39943306 0.33938957 0.46384205 0.41858309 0.3330551
0.389209 0.34393875 0.28343567 0.35964202 0.48172675 0.38146072
0.56837661 0.37876809 0.48400712 0.30014921 0.38759411 0.45988153
0.26592606 0.37874304 0.29800262 0.52249107 0.30170366 0.42391874
0.29305021 0.47042441 0.52284749 0.38842422 0.41182145 0.39075873]
final inputs: [ 7.28617741 0.37236805 -2.76605921 -9.33255604 -1.01736822 -5.54631596
0.16989965 4.05126107 6.32562582 -6.86408132]
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oet: [-7.00756458 -0.09375522 3.04467204 9.61116887 1.29598105 5.82492879
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[ 6.60869838 0.34693676 -2.56529142 -8.32027621 -0.8141773 -5.0084231
0.18244235 3.6732109 5.57911039 -6.25778998]
X: [ 1. 0. 0.01564651 -0.40029496 2.95979824 1. 0.
0. 0. 1. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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hidden inputs: [-1.86084017 -0.88748741 -1.31651338 0.01100594 -0.21568414 -0.64084483
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-0.55267924 -0.88020881 0.10066693 -1.28242695 -0.34538878 0.26203744]
hidden Outputs: [ 0.13460515 0.29162861 0.21139896 0.50275146 0.44628703 0.34505559
0.28994874 0.29078712 0.21952051 0.42184723 0.34326011 0.30864028
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final inputs: [ 6.60869838 0.34693676 -2.56529142 -8.32027621 -0.8141773 -5.0084231
0.18244235 3.6732109 5.57911039 -6.25778998]
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[ 6.14754015 0.29317795 -2.33437353 -7.88142864 -0.88904181 -4.68524821
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hidden inputs: [-0.769465 -1.13088709 -0.7185296 -1.03524686 -0.83413801 -0.29630916
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-0.58445255 -0.35843033 -0.26441152 -0.59890511 -0.78534954 -0.72776108]
hidden Outputs: [ 0.31659485 0.24399743 0.32771686 0.26206816 0.30277082 0.42645999
0.2302367 0.31571817 0.27953784 0.39565591 0.28683621 0.27530536
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0.35790871 0.41133959 0.43427957 0.35459423 0.31316808 0.32568624]
final inputs: [ 6.14754015 0.29317795 -2.33437353 -7.88142864 -0.88904181 -4.68524821
0.1838101 3.368341 5.28453331 -5.87680271]
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oet: [-7.11487799 -1.26051579 1.36703569 6.9140908 -0.07829602 3.71791037
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0.02921638 3.39835669 5.28522591 -5.79909174]
X: [ 1. 0. 0.74270727 0.1180282 -0.21168512 0. 0.
1. 0. 1. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
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hidden inputs: [-0.55242015 -1.32451244 -0.3877636 -0.88759512 -0.52561334 -0.57110861
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-0.70151208 -0.42612622 -0.87283102 -0.38976779 -0.41306681 -0.38465911]
hidden Outputs: [ 0.3653031 0.21006852 0.40425578 0.29160636 0.37154059 0.36098106
0.22860332 0.20231897 0.20200748 0.38796289 0.28242969 0.23825422
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0.33147707 0.39505173 0.29466557 0.4037732 0.39817699 0.40500367]
final inputs: [ 5.94123738 0.33938615 -2.32381644 -7.66485427 -0.90043021 -4.5595634
0.02921638 3.39835669 5.28522591 -5.79909174]
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7.49760096e-01 -2.95524130e-01]
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X: [ 0. 0. 1.36590221 0.16986051 -0.69966852 0. 0.
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...,
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[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
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hidden inputs: [-0.50737207 -0.88493271 -0.49358465 -0.78900695 -0.59626447 -0.31877879
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-0.38508314 -0.64275065 -0.49516724 -0.34493755 -0.42119803 -0.47689952]
hidden Outputs: [ 0.37580978 0.29215664 0.37904948 0.31238194 0.35519879 0.4209734
0.22854616 0.32315415 0.38754871 0.31185114 0.35140753 0.24501757
0.44617558 0.36759921 0.56730796 0.29105171 0.1876571 0.36230375
0.38495062 0.32465897 0.26796037 0.3556251 0.30295742 0.3232148
0.40490149 0.34462502 0.37867706 0.41461059 0.39623011 0.38298452]
final inputs: [ 6.39166157 0.29368801 -2.43923935 -8.32821611 -0.96756247 -4.98136109
0.05014503 3.55793922 5.74661263 -6.34636288]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
-7.82054727e-02 -2.86870684e-02 -4.14453835e-02 3.89908994e-01
6.00616064e-01 -8.55013126e-01]
[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
-1.10822032e-01 -5.41854160e-01 -1.41767201e-01 2.40974268e-01
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[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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7.01887060e-01 -5.92859915e-01]
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[ 3.88072155e-01 -5.06693231e-01 -3.03416691e-01 -9.05172544e-01
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[ 7.77387605e-01 2.03627206e-01 -3.40217760e-01 -5.18049705e-01
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4.84505703e-01 -4.45524104e-01]
[ 4.73754097e-01 3.39777727e-01 -1.26692675e-01 -8.79754756e-01
1.46770694e-01 -1.59434148e-01 1.04604150e-01 4.40098910e-01
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[ 2.89133043e-01 -2.52941359e-02 -4.40246699e-01 -8.77998123e-01
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[ 8.82461723e-01 -5.25352174e-04 -2.03744955e-02 -1.04648578e+00
3.62006356e-01 -3.42346681e-01 4.32489216e-01 3.22355306e-01
5.87349451e-01 -4.70654167e-01]
[ 8.82666630e-01 -1.79852917e-01 -2.21367544e-01 -7.04917661e-01
1.18808193e-02 -4.06873319e-01 4.17963390e-02 3.58655035e-01
6.34035389e-01 -7.65562052e-01]
[ 6.79476506e-01 1.89264181e-01 -1.32578780e-01 -7.07470365e-01
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[ 4.39919644e-01 2.22872863e-01 -5.39449685e-02 -8.84900631e-01
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[ 3.94665887e-01 -9.89947833e-02 -4.28546872e-01 -7.00671632e-01
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3.00359617e-01 -2.99296008e-01]
[ 8.18050135e-01 -1.85673197e-01 -2.49409387e-01 -8.42278763e-01
-1.59043747e-01 -3.59680309e-01 3.77549925e-01 4.82265503e-01
4.05177943e-01 -7.10420204e-01]
[ 6.50523664e-01 6.66543880e-02 -1.53769919e-01 -8.04240501e-01
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[ 3.14700506e-01 -1.02140984e-01 1.42369860e-01 -6.55766204e-01
-1.03933096e-01 -4.85147100e-01 3.08063315e-01 1.26452586e-01
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4.15146946e-01 -5.55450701e-01 -9.75978366e-02 4.22102294e-01
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[ 7.09750855e-01 -2.91345509e-02 -4.62551667e-01 -6.71859446e-01
2.08457865e-01 -5.41060392e-01 1.86067813e-01 3.41883898e-01
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[ 5.84009673e-01 -1.11086224e-01 -1.71757555e-01 -6.16643448e-01
-2.23152175e-01 -7.59831016e-01 -2.82524410e-01 7.89019090e-01
4.87039505e-01 -6.47048054e-01]
[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
-1.00528439e-01 -4.45237662e-01 -2.79219949e-01 1.92075546e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
3.32201919e-01 -6.63612771e-01]
[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
-2.45963490e-01 -5.18733569e-01 4.73953728e-01 9.36831619e-02
3.35803361e-01 -4.91208523e-01]
[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
5.43786183e-01 -7.86432585e-01]
[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-5.87047428 0.22749929 2.96042665 8.84940341 1.48874976 5.50254838
0.47104226 -3.03675192 -5.22542533 6.86755018]
[ 5.89821415 0.39509838 -2.06634577 -7.4336169 -0.6832953 -4.38416881
0.19815832 3.2378252 5.07081151 -5.53539623]
X: [ 1. 0. 1.67749968 -0.5557919 -0.21168512 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
-0.15203696]
...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.96362786 -1.62288384 -0.87280284 -0.98468748 -0.76044587 -0.56929878
-1.66516637 -1.46400072 -1.80078252 -0.73270849 -0.90588442 -1.57432083
0.2062926 -0.73899186 0.03501022 -0.6792201 -1.75460762 -0.58382546
-0.83740327 -1.0404137 -1.32750786 -0.28649382 -0.55720084 -0.84336362
-0.34157823 -0.58261413 -0.20491382 -0.6555735 -0.92101509 -0.46581464]
hidden Outputs: [ 0.27615242 0.16480754 0.29467142 0.27196268 0.31854947 0.36139864
0.15906969 0.18785619 0.14175584 0.32460065 0.28784275 0.1716013
0.55139103 0.32322463 0.50875166 0.33643539 0.14746698 0.35805283
0.30208197 0.26107018 0.20957189 0.42886245 0.36419538 0.30082684
0.41542616 0.3583313 0.44895005 0.34173466 0.28475111 0.38560734]
final inputs: [ 5.89821415 0.39509838 -2.06634577 -7.4336169 -0.6832953 -4.38416881
0.19815832 3.2378252 5.07081151 -5.53539623]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
-7.82054727e-02 -2.86870684e-02 -4.14453835e-02 3.89908994e-01
6.00616064e-01 -8.55013126e-01]
[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 6.97250700e-01 -2.01609068e-03 -1.80750343e-01 -8.76672270e-01
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[ 6.56244682e-01 2.33195692e-01 -3.53649046e-01 -5.69291279e-01
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[ 4.73754097e-01 3.39777727e-01 -1.26692675e-01 -8.79754756e-01
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[ 8.82461723e-01 -5.25352174e-04 -2.03744955e-02 -1.04648578e+00
3.62006356e-01 -3.42346681e-01 4.32489216e-01 3.22355306e-01
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[ 8.82666630e-01 -1.79852917e-01 -2.21367544e-01 -7.04917661e-01
1.18808193e-02 -4.06873319e-01 4.17963390e-02 3.58655035e-01
6.34035389e-01 -7.65562052e-01]
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[ 4.39919644e-01 2.22872863e-01 -5.39449685e-02 -8.84900631e-01
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[ 3.94665887e-01 -9.89947833e-02 -4.28546872e-01 -7.00671632e-01
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[ 6.28186128e-01 -1.18069903e-01 -5.08855960e-01 -7.97229377e-01
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[ 5.84009673e-01 -1.11086224e-01 -1.71757555e-01 -6.16643448e-01
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4.87039505e-01 -6.47048054e-01]
[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
3.32201919e-01 -6.63612771e-01]
[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
-2.45963490e-01 -5.18733569e-01 4.73953728e-01 9.36831619e-02
3.35803361e-01 -4.91208523e-01]
[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
5.43786183e-01 -7.86432585e-01]
[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-5.33292241 0.17019336 2.63163751 7.99890865 1.24858705 4.94946055
0.36713343 -2.67253345 -4.50551977 6.10068798]
[ 5.91761429 0.25618263 -2.34275828 -7.91946186 -0.93080135 -4.77236004
0.01951703 3.42434958 5.40296582 -6.05671156]
X: [ 1. 0. 1.05430474 0.84368061 -0.45608552 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
-0.15203696]
...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.74289853 -1.06622685 -0.49128093 -0.93060373 -0.52451764 -0.07680307
-1.04676342 -1.11378385 -0.76987297 -1.38483725 -0.93585395 -1.04494638
-0.63577594 -0.62060098 0.24174924 -0.87560753 -1.67996926 -0.52546195
-0.49814134 -0.68620529 -0.79065869 -1.09635487 -0.54011424 -0.60410921
-0.30932717 -0.58988213 -0.67670616 -0.86382708 -0.41419957 -0.60233065]
hidden Outputs: [ 0.32237064 0.2561213 0.37959186 0.28280225 0.37179647 0.48080867
0.2598471 0.24716614 0.31650659 0.20023324 0.28173859 0.26019672
0.34620202 0.34964478 0.56014468 0.29408883 0.15709954 0.37157594
0.37797756 0.33487776 0.31202725 0.2504235 0.36816101 0.35340413
0.42327898 0.3566619 0.33699685 0.29654038 0.39790557 0.35381066]
final inputs: [ 5.91761429 0.25618263 -2.34275828 -7.91946186 -0.93080135 -4.77236004
0.01951703 3.42434958 5.40296582 -6.05671156]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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[ 3.14700506e-01 -1.02140984e-01 1.42369860e-01 -6.55766204e-01
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[ 7.09750855e-01 -2.91345509e-02 -4.62551667e-01 -6.71859446e-01
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[ 5.84009673e-01 -1.11086224e-01 -1.71757555e-01 -6.16643448e-01
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[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
-1.00528439e-01 -4.45237662e-01 -2.79219949e-01 1.92075546e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
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[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
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[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
5.43786183e-01 -7.86432585e-01]
[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [ -2.77221232 2.88921935 5.48816025 11.06486383 4.07620333
7.91776201 3.12588494 -0.2789476 -2.25756384 9.20211354]
[ 7.61320005 0.21362999 -3.02174194 -9.99036437 -1.20500495 -6.15461323
0.14974536 4.34510608 6.79489568 -7.5909046 ]
X: [ 0. 0. 0.01564651 0.99917756 -0.21168512 0. 1.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
-0.15203696]
...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.31092311 -0.82980075 -0.47861567 -0.40701213 -0.67892245 0.70728968
-0.0706658 -0.34974237 -0.29975231 -0.97210372 -0.87492879 -0.94672354
-0.44737788 -0.07466409 0.03818656 -0.54348585 -0.28098784 0.08036874
0.06503562 -0.390525 0.01197566 -0.32577431 0.19827918 -0.30160474
-0.39917742 -0.60529358 -0.31590981 -0.16859177 -0.45929704 -0.04921564]
hidden Outputs: [ 0.42288943 0.3036872 0.38257907 0.39962877 0.33650184 0.669802
0.4823409 0.4134449 0.42561804 0.27446138 0.29422976 0.27954422
0.38998438 0.48134265 0.50954548 0.36737706 0.43021161 0.52008138
0.51625318 0.40359092 0.50299388 0.41926915 0.54940803 0.42516524
0.40150999 0.35313354 0.42167288 0.45795161 0.3871526 0.48769857]
final inputs: [ 7.61320005 0.21362999 -3.02174194 -9.99036437 -1.20500495 -6.15461323
0.14974536 4.34510608 6.79489568 -7.5909046 ]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 6.97250700e-01 -2.01609068e-03 -1.80750343e-01 -8.76672270e-01
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[ 3.74576861e-01 1.52300839e-01 -4.28590247e-01 -6.52203601e-01
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[ 3.88072155e-01 -5.06693231e-01 -3.03416691e-01 -9.05172544e-01
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[ 7.77387605e-01 2.03627206e-01 -3.40217760e-01 -5.18049705e-01
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[ 4.73754097e-01 3.39777727e-01 -1.26692675e-01 -8.79754756e-01
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[ 2.89133043e-01 -2.52941359e-02 -4.40246699e-01 -8.77998123e-01
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[ 8.82461723e-01 -5.25352174e-04 -2.03744955e-02 -1.04648578e+00
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[ 8.82666630e-01 -1.79852917e-01 -2.21367544e-01 -7.04917661e-01
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[ 6.79476506e-01 1.89264181e-01 -1.32578780e-01 -7.07470365e-01
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[ 4.39919644e-01 2.22872863e-01 -5.39449685e-02 -8.84900631e-01
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[ 3.94665887e-01 -9.89947833e-02 -4.28546872e-01 -7.00671632e-01
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[ 8.18050135e-01 -1.85673197e-01 -2.49409387e-01 -8.42278763e-01
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[ 6.50523664e-01 6.66543880e-02 -1.53769919e-01 -8.04240501e-01
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[ 6.28186128e-01 -1.18069903e-01 -5.08855960e-01 -7.97229377e-01
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[ 3.14700506e-01 -1.02140984e-01 1.42369860e-01 -6.55766204e-01
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[ 1.01620139e+00 2.64145640e-01 -1.41017825e-01 -4.61034519e-01
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[ 7.09750855e-01 -2.91345509e-02 -4.62551667e-01 -6.71859446e-01
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[ 5.84009673e-01 -1.11086224e-01 -1.71757555e-01 -6.16643448e-01
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[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
-1.00528439e-01 -4.45237662e-01 -2.79219949e-01 1.92075546e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
3.32201919e-01 -6.63612771e-01]
[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
-2.45963490e-01 -5.18733569e-01 4.73953728e-01 9.36831619e-02
3.35803361e-01 -4.91208523e-01]
[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
5.43786183e-01 -7.86432585e-01]
[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-8.63015539 -1.23058533 2.0047866 8.97340903 0.18804961 5.13765789
-1.1667007 -5.36206142 -7.81185103 6.57394926]
[ 6.09625196 0.16403165 -2.42635281 -7.96356245 -0.92676035 -4.76640315
0.00941188 3.43779472 5.35015037 -6.04399215]
X: [ 1. 0. -0.39981678 -1.28144432 1.37405656 1. 0.
0. 0. 1. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
-0.15203696]
...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-1.40680776 -0.80476023 -0.93842081 -0.24271368 -0.65811001 -0.57996891
-1.10277126 -1.06150432 -0.7842225 -0.63996841 -0.99756176 -0.61567533
-0.2611464 0.17450827 -0.61391749 -0.85956956 -1.03023926 -0.42084024
-1.27966768 -0.40760528 -1.11962131 -0.88682014 -0.87924955 -0.49738333
-0.51959677 -0.51837274 -0.71649506 -0.74103396 -0.64854413 -0.3085957 ]
hidden Outputs: [ 0.19673805 0.30900818 0.28121944 0.43961772 0.3411643 0.35893975
0.249221 0.25702208 0.31341055 0.34525368 0.26942108 0.35076567
0.43508192 0.54351669 0.35116608 0.29742928 0.26303772 0.39631571
0.2176068 0.39948647 0.24608153 0.29176647 0.29333332 0.37815579
0.37294653 0.37323282 0.32816526 0.32277809 0.34331769 0.42345755]
final inputs: [ 6.09625196 0.16403165 -2.42635281 -7.96356245 -0.92676035 -4.76640315
0.00941188 3.43779472 5.35015037 -6.04399215]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
-7.82054727e-02 -2.86870684e-02 -4.14453835e-02 3.89908994e-01
6.00616064e-01 -8.55013126e-01]
[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
-1.10822032e-01 -5.41854160e-01 -1.41767201e-01 2.40974268e-01
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[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
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oet: [-5.81763913 0.11458118 2.70496564 8.24217528 1.20537318 5.04501598
0.26920095 -3.15918188 -5.07153754 6.32260498]
[ 5.82874248 0.32443106 -2.1256743 -7.51797247 -0.8645558 -4.42370958
0.12476458 3.35857102 5.1816676 -5.58423536]
X: [ 1. 0. 1.67749968 -0.34846264 -0.45608552 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.34691746 -1.46458047 -0.61279032 -0.85176921 -0.47177976 -0.50250081
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-0.8261436 -0.51036709 -0.62172408 -0.69721287 -0.80133019 -0.67403315]
hidden Outputs: [ 0.41413013 0.18776775 0.35142295 0.29906186 0.38419508 0.37695315
0.18993784 0.18933087 0.21057637 0.30024624 0.28532389 0.22521058
0.4385672 0.27197807 0.55484098 0.34158389 0.0974414 0.39626374
0.50330248 0.24467974 0.18128145 0.28398188 0.29692624 0.33734104
0.3044611 0.37510748 0.34938944 0.33243046 0.30974105 0.33759434]
final inputs: [ 5.82874248 0.32443106 -2.1256743 -7.51797247 -0.8645558 -4.42370958
0.12476458 3.35857102 5.1816676 -5.58423536]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 5.84009673e-01 -1.11086224e-01 -1.71757555e-01 -6.16643448e-01
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[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
-1.00528439e-01 -4.45237662e-01 -2.79219949e-01 1.92075546e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
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[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
-2.45963490e-01 -5.18733569e-01 4.73953728e-01 9.36831619e-02
3.35803361e-01 -4.91208523e-01]
[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
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8.30175338e-01 -7.07523028e-01]]
oet: [-6.06284386 -0.55853244 1.89157292 7.28387109 0.63045442 4.18960819
-0.35886596 -3.5926724 -5.41576898 5.35013398]
[ 6.68718216 0.44721244 -2.24796833 -8.13099705 -0.69071149 -4.80540609
0.32089351 3.69387187 5.64060838 -6.03162854]
X: [ 0. 0. 2.09296297 -1.07411506 0.76428167 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.46483512 -0.72112088 -0.99764556 -0.35896974 -0.71998279 -0.8155142
-1.37728455 -1.01775334 -1.51189327 -0.43034334 -0.55168154 -1.62336755
0.23532373 -0.7463044 0.11743042 -0.62468917 -2.15821895 -0.15495117
0.08255056 -1.37604198 -1.09402989 0.32040503 -0.18430868 -0.71987881
-1.13670098 -0.81287507 0.08981466 -0.81992699 -0.52952354 -0.5851013 ]
hidden Outputs: [ 0.38583943 0.32714621 0.26940458 0.41120899 0.32739677 0.3067167
0.20144547 0.26546525 0.18065838 0.39404435 0.36547437 0.16474097
0.55856094 0.32162709 0.52932391 0.34871572 0.10356569 0.46133953
0.52062593 0.20164543 0.25086018 0.57942296 0.45405282 0.32741967
0.24292658 0.30727817 0.52243858 0.30577916 0.37062802 0.35775963]
final inputs: [ 6.68718216 0.44721244 -2.24796833 -8.13099705 -0.69071149 -4.80540609
0.32089351 3.69387187 5.64060838 -6.03162854]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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6.00616064e-01 -8.55013126e-01]
[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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5.31585839e-01 -7.36441861e-01]
[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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4.36556818e-01 -7.11901436e-01]
[ 6.97250700e-01 -2.01609068e-03 -1.80750343e-01 -8.76672270e-01
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[ 4.60471028e-01 -5.07719790e-03 -2.04016507e-01 -1.02970184e+00
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-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
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oet: [-7.14731884 -0.90734912 1.78783165 7.67086037 0.23057481 4.34526941
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[ 6.47742607 0.24290679 -2.4029947 -8.31940102 -0.79295301 -4.86336732
0.13430439 3.72115879 5.61712732 -6.2601059 ]
X: [ 0. 0. 0.22337816 -1.79976747 1.86203995 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
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hidden inputs: [-1.55362718 -0.19503004 -1.11285418 0.03309052 -0.70326856 -0.52439321
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-1.29278067 -0.41808642 -0.39872416 -0.53782656 -0.45604004 -0.25967093]
hidden Outputs: [ 0.17456301 0.45139645 0.24733916 0.50827188 0.33108794 0.37182553
0.2257724 0.19310286 0.26622395 0.35630096 0.41973535 0.32871024
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0.21538253 0.39697474 0.40161891 0.36869333 0.38792566 0.4354446 ]
final inputs: [ 6.47742607 0.24290679 -2.4029947 -8.31940102 -0.79295301 -4.86336732
0.13430439 3.72115879 5.61712732 -6.2601059 ]
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7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
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[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
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oet: [-6.59024022 -0.35572094 2.29018055 8.20658688 0.68013886 4.75055317
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[ 6.68773069 0.20628036 -2.44225331 -8.52120726 -1.01367799 -5.01917175
0.1742862 3.75060635 5.86967602 -6.40172219]
X: [ 0. 0. 1.26203639 -0.60762422 0.27629827 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
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[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.53687037 -0.50498635 -0.90514911 -0.19878928 -0.64426439 -0.63340611
-0.92097508 -1.11768936 -0.59582994 -0.64556494 -0.36129777 -0.85114632
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-1.5695444 -0.30636531 -0.10609972 -0.26364781 -0.82867367 -0.21748265]
hidden Outputs: [ 0.36891591 0.37636958 0.2879935 0.45046569 0.34428321 0.34673861
0.28475926 0.24644013 0.35529832 0.34398966 0.41064545 0.29919245
0.39819742 0.46961397 0.46129056 0.28022675 0.19711283 0.41824335
0.42524569 0.37538344 0.27264324 0.38013779 0.29128156 0.40389533
0.17228135 0.42400217 0.47349992 0.43446721 0.30392559 0.44584263]
final inputs: [ 6.68773069 0.20628036 -2.44225331 -8.52120726 -1.01367799 -5.01917175
0.1742862 3.75060635 5.86967602 -6.40172219]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 6.97250700e-01 -2.01609068e-03 -1.80750343e-01 -8.76672270e-01
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[ 3.88072155e-01 -5.06693231e-01 -3.03416691e-01 -9.05172544e-01
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[ 5.84009673e-01 -1.11086224e-01 -1.71757555e-01 -6.16643448e-01
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[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
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[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
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7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-6.7674665 -0.28601618 2.3625175 8.44147145 0.93394217 4.93943594
-0.25402201 -3.83034217 -5.94941184 6.32198638]
[ 7.86694562 0.1223624 -3.36106987 -10.60658087 -1.40766388
-6.49793409 -0.04632626 4.45908302 7.12797413 -8.05497552]
X: [ 0. 0. -0.5036826 1.25833914 -0.69966852 0. 0.
0. 1. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.43360251 -0.44425979 -0.51429355 -0.05180686 0.26378465 0.59181945
0.28344454 0.09035883 0.6015264 -0.52813839 -0.23135701 -0.55013918
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-0.31691143 -0.14897625 -0.70751595 0.28248008 -0.09043776 -0.67021574]
hidden Outputs: [ 0.39326642 0.39072642 0.37418756 0.48705118 0.56556641 0.6437825
0.57039049 0.52257435 0.64600544 0.37095118 0.44241737 0.36583212
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0.32406336 0.54569403 0.52500539 0.35149861 0.3851052 0.401946
0.42142864 0.46282467 0.33014796 0.57015414 0.47740596 0.33844853]
final inputs: [ 7.86694562 0.1223624 -3.36106987 -10.60658087 -1.40766388
-6.49793409 -0.04632626 4.45908302 7.12797413 -8.05497552]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 5.84009673e-01 -1.11086224e-01 -1.71757555e-01 -6.16643448e-01
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[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
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[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
-2.45963490e-01 -5.18733569e-01 4.73953728e-01 9.36831619e-02
3.35803361e-01 -4.91208523e-01]
[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-8.86184874 -1.11726552 2.36616676 9.61167776 0.41276076 5.50303097
-0.94857686 -5.45398614 -8.12287725 7.0600724 ]
[ 5.91185407 0.41519219 -1.98610653 -7.35101052 -0.62384621 -4.29338463
0.26496929 3.28287461 5.00524736 -5.40265012]
X: [ 1. 0. 1.7813655 -0.97045042 0.51988127 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.83415375 -1.62070561 -0.9939751 -0.77981998 -0.79432554 -0.61624577
-1.80625146 -1.4445603 -2.41185899 -0.71519196 -0.80884669 -1.66248279
0.11740084 -0.52222038 -0.34081249 -0.60544529 -2.15429251 -0.66126697
-0.58722558 -1.15142559 -1.21157955 -0.12508825 -0.47493341 -0.66084366
-0.51852662 -0.49612696 -0.14379914 -0.91115167 -1.28192543 -0.31744837]
hidden Outputs: [ 0.3027675 0.16510758 0.27012764 0.31435869 0.31124065 0.35063577
0.14109178 0.19084015 0.08227285 0.32845262 0.30813631 0.15942899
0.52931655 0.37233318 0.41561213 0.35309889 0.10393078 0.34045506
0.35727169 0.24022879 0.22942169 0.46876865 0.38344924 0.34055012
0.37319682 0.37845128 0.46411204 0.28676423 0.21722265 0.42129772]
final inputs: [ 5.91185407 0.41519219 -1.98610653 -7.35101052 -0.62384621 -4.29338463
0.26496929 3.28287461 5.00524736 -5.40265012]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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6.00616064e-01 -8.55013126e-01]
[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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5.31585839e-01 -7.36441861e-01]
[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 6.97250700e-01 -2.01609068e-03 -1.80750343e-01 -8.76672270e-01
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[ 3.74576861e-01 1.52300839e-01 -4.28590247e-01 -6.52203601e-01
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[ 6.56244682e-01 2.33195692e-01 -3.53649046e-01 -5.69291279e-01
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[ 3.88072155e-01 -5.06693231e-01 -3.03416691e-01 -9.05172544e-01
-2.88209114e-01 -6.38990993e-01 -1.70355861e-01 4.23972501e-02
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[ 7.77387605e-01 2.03627206e-01 -3.40217760e-01 -5.18049705e-01
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4.84505703e-01 -4.45524104e-01]
[ 4.73754097e-01 3.39777727e-01 -1.26692675e-01 -8.79754756e-01
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oet: [-4.89449172 0.60217015 3.00346887 8.36837286 1.64120855 5.31074698
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[ 6.45933487 0.24096483 -2.43578481 -8.32022959 -0.81096771 -4.91869787
0.08613864 3.72054956 5.63518183 -6.30671634]
X: [ 0. 0. 0.11951233 -1.85159979 1.37405656 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 1.
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0. 0. 0. 0. 1. 0. 0. ]
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[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
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hidden inputs: [-1.31162665 -0.43270042 -1.02667016 -0.01604757 -0.9678493 -0.48959803
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-1.04033712 -0.32677822 -0.52476343 -0.30412919 -0.58263693 -0.26385902]
hidden Outputs: [ 0.21221477 0.39348168 0.26373017 0.49598819 0.27530939 0.37998827
0.3114867 0.22443888 0.27685629 0.27612354 0.42154443 0.27290116
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final inputs: [ 6.45933487 0.24096483 -2.43578481 -8.32022959 -0.81096771 -4.91869787
0.08613864 3.72054956 5.63518183 -6.30671634]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
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[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
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oet: [-5.88301701 0.33535303 3.01210266 8.89654745 1.38728557 5.49501573
0.49017921 -3.1442317 -5.05886397 6.88303419]
[ 6.98457231 0.01931034 -2.95036735 -9.53190684 -1.37138002 -5.70224846
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X: [ 0. 1. -0.9191459 -0.71128885 -0.82146002 1. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
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[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
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[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
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hidden inputs: [-0.98797905 -0.07885032 -0.57649263 0.17427153 -0.07582577 -0.46618891
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-0.30258345 0.16945277 -0.60307305 0.00740054 -0.61765983 -0.69702074]
hidden Outputs: [ 0.27131144 0.48029763 0.35974004 0.54345795 0.48105264 0.38551867
0.46751469 0.27024614 0.57149483 0.4028019 0.27712562 0.62367489
0.43112045 0.51162552 0.37631331 0.28820377 0.35909307 0.43093388
0.29480135 0.39106066 0.34693884 0.21823318 0.21754243 0.3461262
0.42492606 0.54226211 0.35364094 0.50185013 0.35031387 0.3324731 ]
final inputs: [ 6.98457231 0.01931034 -2.95036735 -9.53190684 -1.37138002 -5.70224846
-0.07473106 3.90568816 6.2945611 -7.15840647]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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6.34035389e-01 -7.65562052e-01]
[ 6.79476506e-01 1.89264181e-01 -1.32578780e-01 -7.07470365e-01
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[ 4.39919644e-01 2.22872863e-01 -5.39449685e-02 -8.84900631e-01
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[ 8.18050135e-01 -1.85673197e-01 -2.49409387e-01 -8.42278763e-01
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[ 7.09750855e-01 -2.91345509e-02 -4.62551667e-01 -6.71859446e-01
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4.87039505e-01 -6.47048054e-01]
[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
3.32201919e-01 -6.63612771e-01]
[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
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3.35803361e-01 -4.91208523e-01]
[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
5.43786183e-01 -7.86432585e-01]
[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-7.61561373 -0.65035176 2.31932593 8.90086543 0.7403386 5.07120704
-0.55631036 -4.53672958 -6.92560251 6.52736505]
[ 8.0863548 0.29244331 -3.29948363 -10.61291878 -1.17256985
-6.32268473 0.10901275 4.71036082 7.10923923 -7.88312465]
X: [ 0. 0. -0.29595096 -0.45212727 0.51988127 0. 0.
0. 1. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.58886575 -0.16922456 -0.66958852 0.41735709 0.39132767 0.10087107
0.11839606 -0.38656269 -0.32795635 -0.23390976 0.15545053 -0.71294068
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-0.64950414 -0.24002684 -0.45101141 -0.39000891 0.06877415 -0.55213844]
hidden Outputs: [ 0.35689515 0.45779453 0.33858898 0.60285065 0.59660227 0.52519641
0.52956449 0.40454504 0.41873796 0.44178774 0.53878456 0.32894938
0.52590543 0.33492606 0.36446883 0.38185893 0.47366416 0.60058667
0.42335418 0.56528093 0.42043345 0.44729041 0.43717497 0.45077818
0.34310129 0.44027974 0.38912032 0.40371516 0.51718676 0.36536842]
final inputs: [ 8.0863548 0.29244331 -3.29948363 -10.61291878 -1.17256985
-6.32268473 0.10901275 4.71036082 7.10923923 -7.88312465]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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[ 4.39919644e-01 2.22872863e-01 -5.39449685e-02 -8.84900631e-01
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[ 3.94665887e-01 -9.89947833e-02 -4.28546872e-01 -7.00671632e-01
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[ 5.84009673e-01 -1.11086224e-01 -1.71757555e-01 -6.16643448e-01
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[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
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[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
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3.35803361e-01 -4.91208523e-01]
[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
5.43786183e-01 -7.86432585e-01]
[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
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8.30175338e-01 -7.07523028e-01]]
oet: [ -6.94219217 0.85171932 4.44364626 11.75708141 2.31673248
7.46684736 1.03514988 -3.56619819 -5.9650766 9.02728728]
[ 6.61224313 0.33579605 -2.57734548 -8.65790821 -1.09193346 -5.1211315
0.03827073 3.80243353 5.97296258 -6.51796685]
X: [ 0. 0. 1.36590221 0.63635135 -0.69966852 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
-0.15203696]
...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [ -9.48779149e-04 -7.17968739e-01 -7.70869297e-02 -6.01589447e-01
-1.06236489e-01 -2.68247288e-03 -1.09329521e+00 -1.20830118e+00
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-1.32327463e+00 -9.09346838e-01 -2.01253706e-01 -5.60448174e-01
-6.61904915e-01 -4.93710843e-01 -1.74366669e-01 -7.89205436e-01
-6.55421529e-01 -3.19689387e-01]
hidden Outputs: [ 0.49976281 0.32784044 0.48073781 0.35398014 0.47346583 0.49932938
0.25099828 0.23000177 0.26274968 0.3724289 0.36527057 0.31068414
0.34423017 0.42595393 0.54518525 0.33640629 0.21303658 0.31054073
0.35571741 0.35806031 0.210274 0.28713351 0.44985571 0.36344377
0.34031183 0.37901978 0.45651844 0.3123393 0.34176885 0.42075145]
final inputs: [ 6.61224313 0.33579605 -2.57734548 -8.65790821 -1.09193346 -5.1211315
0.03827073 3.80243353 5.97296258 -6.51796685]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
-7.82054727e-02 -2.86870684e-02 -4.14453835e-02 3.89908994e-01
6.00616064e-01 -8.55013126e-01]
[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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4.36556818e-01 -7.11901436e-01]
[ 6.97250700e-01 -2.01609068e-03 -1.80750343e-01 -8.76672270e-01
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5.42042690e-01 -8.87503378e-01]
[ 3.74576861e-01 1.52300839e-01 -4.28590247e-01 -6.52203601e-01
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[ 3.88072155e-01 -5.06693231e-01 -3.03416691e-01 -9.05172544e-01
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[ 7.77387605e-01 2.03627206e-01 -3.40217760e-01 -5.18049705e-01
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4.84505703e-01 -4.45524104e-01]
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[ 2.89133043e-01 -2.52941359e-02 -4.40246699e-01 -8.77998123e-01
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[ 8.82461723e-01 -5.25352174e-04 -2.03744955e-02 -1.04648578e+00
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[ 4.39919644e-01 2.22872863e-01 -5.39449685e-02 -8.84900631e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
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[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
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5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
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oet: [-6.64236144 -0.36591436 2.54722717 8.6277899 1.06181515 5.09101319
-0.06838904 -3.83255184 -6.00308089 6.48784854]
[ 6.59079682 0.31568022 -2.56139877 -8.58050042 -1.02416781 -5.12043308
0.11503676 3.63499345 5.80274741 -6.43187756]
X: [ 0. 0. 0.74270727 0.32535746 0.27629827 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 1. 0. 0. 0. 0. 0. ]
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-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
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hidden inputs: [-0.36142063 -0.70376019 -0.11087355 -0.34773456 -0.5421909 -0.03202076
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-0.42862491 -0.64294707 0.133065 -0.75226585 -0.84825525 -0.59734704]
hidden Outputs: [ 0.41061572 0.33097907 0.47230997 0.41393189 0.36767807 0.49199549
0.31973066 0.2614289 0.26443408 0.36506848 0.35303923 0.34309782
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0.39445474 0.34458065 0.53321725 0.32032779 0.29979899 0.35495088]
final inputs: [ 6.59079682 0.31568022 -2.56139877 -8.58050042 -1.02416781 -5.12043308
0.11503676 3.63499345 5.80274741 -6.43187756]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
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[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
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[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
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oet: [-7.15016851 -0.87505191 2.00202708 8.02112874 0.46479612 4.56106139
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[ 5.68891882 0.07571011 -2.4056268 -7.89442943 -1.10226826 -4.79615705
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X: [ 1. 0. -0.39981678 1.31017145 -1.55384381 0. 1.
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0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 1. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
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[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-1.2777411 -0.66335608 -0.69649454 -0.59195918 -0.36633202 -0.17441381
-0.69687619 -1.46813127 0.4687485 -1.02462094 -1.02926383 -0.77070739
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-1.26641407 -0.35122502 -0.81923869 -0.4600077 -0.40053634 -0.59410519]
hidden Outputs: [ 0.21793498 0.33998612 0.33258989 0.35618545 0.40942763 0.45650675
0.33250518 0.18722682 0.6150875 0.26412828 0.26322685 0.3163261
0.2466285 0.24956445 0.49719387 0.38372264 0.21365526 0.2424937
0.34213855 0.40824575 0.26811029 0.15226524 0.31562596 0.30170403
0.21987172 0.41308539 0.30592529 0.386984 0.40118348 0.35569349]
final inputs: [ 5.68891882 0.07571011 -2.4056268 -7.89442943 -1.10226826 -4.79615705
-0.14556221 3.2997067 5.33592016 -6.05215928]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 6.50523664e-01 6.66543880e-02 -1.53769919e-01 -8.04240501e-01
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[ 6.28186128e-01 -1.18069903e-01 -5.08855960e-01 -7.97229377e-01
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[ 3.14700506e-01 -1.02140984e-01 1.42369860e-01 -6.55766204e-01
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[ 7.09750855e-01 -2.91345509e-02 -4.62551667e-01 -6.71859446e-01
2.08457865e-01 -5.41060392e-01 1.86067813e-01 3.41883898e-01
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[ 5.84009673e-01 -1.11086224e-01 -1.71757555e-01 -6.16643448e-01
-2.23152175e-01 -7.59831016e-01 -2.82524410e-01 7.89019090e-01
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[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
3.32201919e-01 -6.63612771e-01]
[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
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[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
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[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
5.43786183e-01 -7.86432585e-01]
[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-6.11046411 -0.4972554 1.98408151 7.47288414 0.68072297 4.37461177
-0.27598308 -3.72125198 -5.75746545 5.63061399]
[ 5.79150189 0.18178703 -2.3098153 -7.62457949 -0.97624433 -4.59522372
-0.03744985 3.25458089 5.08178829 -5.71561149]
X: [ 1. 0. -0.71141425 -1.17777969 0.03189788 1. 0.
0. 0. 1. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 0. 0. 1. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
-0.15203696]
...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-1.10866542 -1.11947859 -0.84040578 -0.41517063 -0.55934894 -0.88940637
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-0.49267469 -0.09120734 -0.47643334 -0.77146603 -0.84527827 -0.74640556]
hidden Outputs: [ 0.24811978 0.24610801 0.30144933 0.39767295 0.36369812 0.29123235
0.29488204 0.16824201 0.33150325 0.30387567 0.20779127 0.36920037
0.33272581 0.41471548 0.43474971 0.36151432 0.18913472 0.35276074
0.23279679 0.31327201 0.19589562 0.28960196 0.29661313 0.37004928
0.37926368 0.47721396 0.38309469 0.31616206 0.30042428 0.32160501]
final inputs: [ 5.79150189 0.18178703 -2.3098153 -7.62457949 -0.97624433 -4.59522372
-0.03744985 3.25458089 5.08178829 -5.71561149]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
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3.32201919e-01 -6.63612771e-01]
[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
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3.35803361e-01 -4.91208523e-01]
[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-6.38395192 -0.77423705 1.71736528 7.03212946 0.38379431 4.00277369
-0.55500017 -3.84703091 -5.67423832 5.12316146]
[ 5.95576762 0.25515628 -2.27390945 -7.95123063 -0.91576876 -4.79982095
0.02518091 3.37961235 5.4398214 -6.00403275]
X: [ 1. 0. -0.19208513 0.48085441 -0.45608552 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-1.09518273 -0.84050531 -0.64796869 -0.42531069 -0.43827164 -0.20990516
-1.22551006 -1.16677962 -0.92677255 -1.31441019 -0.90193465 -0.91569732
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-0.77714099 -0.76534365 -0.36751191 -0.55034584 -0.48536133 -0.43188372]
hidden Outputs: [ 0.25064359 0.30142837 0.34344743 0.39524665 0.39215288 0.44771554
0.22696824 0.23743758 0.28357995 0.2117498 0.28865309 0.28583541
0.44511229 0.3245991 0.54012427 0.33756112 0.29090508 0.23513391
0.33624174 0.30784132 0.33753384 0.25813444 0.3059748 0.36822977
0.31493639 0.31748723 0.40914237 0.36578417 0.38098693 0.39367661]
final inputs: [ 5.95576762 0.25515628 -2.27390945 -7.95123063 -0.91576876 -4.79982095
0.02518091 3.37961235 5.4398214 -6.00403275]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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6.00616064e-01 -8.55013126e-01]
[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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5.31585839e-01 -7.36441861e-01]
[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 6.97250700e-01 -2.01609068e-03 -1.80750343e-01 -8.76672270e-01
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[ 3.88072155e-01 -5.06693231e-01 -3.03416691e-01 -9.05172544e-01
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[ 4.73754097e-01 3.39777727e-01 -1.26692675e-01 -8.79754756e-01
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[ 2.89133043e-01 -2.52941359e-02 -4.40246699e-01 -8.77998123e-01
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[ 8.82461723e-01 -5.25352174e-04 -2.03744955e-02 -1.04648578e+00
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[ 3.14700506e-01 -1.02140984e-01 1.42369860e-01 -6.55766204e-01
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4.15146946e-01 -5.55450701e-01 -9.75978366e-02 4.22102294e-01
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[ 7.09750855e-01 -2.91345509e-02 -4.62551667e-01 -6.71859446e-01
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4.87039505e-01 -6.47048054e-01]
[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
-1.00528439e-01 -4.45237662e-01 -2.79219949e-01 1.92075546e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
3.32201919e-01 -6.63612771e-01]
[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
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[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
5.43786183e-01 -7.86432585e-01]
[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-4.44774329 1.25286805 3.78193378 9.45925496 2.42379309 6.30784528
1.48284342 -1.87158802 -3.93179707 7.51205707]
[ 6.65110026 0.44554402 -2.42001639 -8.29677798 -0.81510449 -4.87348761
0.22371094 3.77893339 5.80409944 -6.22247724]
X: [ 0. 0. 1.88523132 -0.65945653 0.76428167 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
-0.15203696]
...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.33475535 -1.0356836 -0.74811619 -0.35327673 -0.48989095 -0.71472661
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0.26566042 -1.01603589 -1.46616619 -0.2751558 -0.20516158 -0.84515903
-0.88500622 -0.81360491 -0.41997696 -0.55215557 -0.46992372 0.07460364]
hidden Outputs: [ 0.41708403 0.2619837 0.32123191 0.41258805 0.37991926 0.32855527
0.20984111 0.30399151 0.17958468 0.37466023 0.45687181 0.21084254
0.42110279 0.41003899 0.49848247 0.29225187 0.12693273 0.47568853
0.56602724 0.26580028 0.18752603 0.43164179 0.44888876 0.30044935
0.29214144 0.30712284 0.39652226 0.36536444 0.3846343 0.51864226]
final inputs: [ 6.65110026 0.44554402 -2.42001639 -8.29677798 -0.81510449 -4.87348761
0.22371094 3.77893339 5.80409944 -6.22247724]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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[ 5.84009673e-01 -1.11086224e-01 -1.71757555e-01 -6.16643448e-01
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[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
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3.32201919e-01 -6.63612771e-01]
[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
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3.35803361e-01 -4.91208523e-01]
[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
5.43786183e-01 -7.86432585e-01]
[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
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8.30175338e-01 -7.07523028e-01]]
oet: [-6.13542602 0.07013022 2.93569063 8.81245223 1.33077873 5.38916185
0.2919633 -3.26325915 -5.2884252 6.73815148]
[ 5.70622381 0.26624945 -2.02291394 -7.43419626 -0.78407007 -4.44863824
0.12079453 3.29021821 5.06681888 -5.46785503]
X: [ 1. 0. 0.11951233 -1.07411506 -0.21168512 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.93065674 -1.3652593 -1.16024229 -0.80089734 -0.56781144 -0.49695879
-1.10669035 -1.74390123 -1.16523891 -1.42197539 -1.36327975 -0.95957848
0.06781664 -0.98037404 0.14027627 -0.67119237 -1.51438378 -0.76040962
-0.19229994 -1.15732591 -0.99286778 -0.53491205 -1.00014129 -0.42580601
-0.70228675 -0.43127271 -0.60742576 -0.8407826 -1.20135006 -0.47329649]
hidden Outputs: [ 0.2827915 0.20338686 0.23862326 0.3098336 0.36174198 0.37825563
0.24848842 0.14881808 0.23771665 0.19435209 0.20370777 0.2769626
0.51694767 0.27281757 0.53501167 0.3382299 0.18029003 0.31855734
0.45207262 0.23915352 0.27034601 0.36937196 0.26891364 0.39512826
0.33130542 0.39382246 0.35264664 0.30136998 0.23123514 0.38383631]
final inputs: [ 5.70622381 0.26624945 -2.02291394 -7.43419626 -0.78407007 -4.44863824
0.12079453 3.29021821 5.06681888 -5.46785503]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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5.31585839e-01 -7.36441861e-01]
[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 6.97250700e-01 -2.01609068e-03 -1.80750343e-01 -8.76672270e-01
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[ 2.89133043e-01 -2.52941359e-02 -4.40246699e-01 -8.77998123e-01
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[ 8.82461723e-01 -5.25352174e-04 -2.03744955e-02 -1.04648578e+00
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
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oet: [-6.00096881 -0.56099445 1.72816895 7.13945126 0.48932507 4.15389324
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[ 6.85686275 0.2499452 -2.47872273 -8.62673601 -0.88628611 -5.06121821
0.16821011 3.84117751 5.86596568 -6.48717225]
X: [ 0. 0. 0.8465731 -1.12594737 0.03189788 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0. ]
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[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
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hidden inputs: [-0.326936 -0.74325901 -0.80100142 -0.52405475 -0.94447885 -0.41358116
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-0.63402776 0.00464664 -0.32749676 -0.05135043 -0.9126744 -0.40841788]
hidden Outputs: [ 0.41898633 0.3222919 0.30981135 0.37190459 0.27999652 0.39805374
0.27831135 0.22921727 0.2665176 0.29934288 0.3266774 0.23954233
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0.34659782 0.50116166 0.41884982 0.48716521 0.28645288 0.39929154]
final inputs: [ 6.85686275 0.2499452 -2.47872273 -8.62673601 -0.88628611 -5.06121821
0.16821011 3.84117751 5.86596568 -6.48717225]
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[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
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[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
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oet: [-7.88484421 -1.27792665 1.45074128 7.59875456 -0.14169534 4.03323676
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[ 6.49521026 0.22196143 -2.48467949 -8.4801695 -0.95092821 -5.05981725
0.10060733 3.69943502 5.78512868 -6.39316867]
X: [ 0. 0. 0.8465731 0.32535746 0.03189788 0. 1.
0. 0. 1. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 1.
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[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
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[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
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hidden inputs: [-0.61130631 -0.51779405 -0.98596345 -0.28372813 -0.7325639 -0.11194604
-0.72514349 -0.77391512 -0.45651882 -1.01895547 -0.64011671 -0.99451453
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-0.84210287 -0.54535415 -0.51762365 -0.82945852 -0.65147082 -0.53398832]
hidden Outputs: [ 0.35176127 0.3733682 0.27171011 0.42954001 0.32463235 0.47204268
0.32626136 0.3156328 0.38781198 0.26523091 0.34522016 0.2700213
0.4319593 0.44350355 0.52019958 0.28756412 0.26605583 0.33739368
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0.30109208 0.36694295 0.37340807 0.30375958 0.34265817 0.36958716]
final inputs: [ 6.49521026 0.22196143 -2.48467949 -8.4801695 -0.95092821 -5.05981725
0.10060733 3.69943502 5.78512868 -6.39316867]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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3.32201919e-01 -6.63612771e-01]
[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
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3.35803361e-01 -4.91208523e-01]
[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
5.43786183e-01 -7.86432585e-01]
[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-6.01261435 0.26063447 2.96727539 8.96276541 1.43352411 5.54241315
0.38198858 -3.21683911 -5.30253278 6.87576458]
[ 7.54655903 0.31103432 -3.1140622 -9.94505778 -1.20214545 -6.13713357
0.05123523 4.23195091 6.62112411 -7.53990852]
X: [ 0. 0. 0.53497563 1.05100987 -0.21168512 0. 0.
1. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
-0.15203696]
...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.80191494 -0.84091231 -0.08524931 -0.52057912 -0.44694576 0.58425982
-0.44821273 -0.17542928 0.03386147 -0.10423183 -0.33365527 -0.93493786
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-0.26456503 -0.22927586 -0.28908072 -0.36578853 0.390451 -0.54335684
-0.26445484 -0.45572252 0.08926904 -0.12652432 -0.02168953 -0.8241889 ]
hidden Outputs: [ 0.30961604 0.30134267 0.47870057 0.37271683 0.39008718 0.642047
0.38978579 0.45625481 0.50846456 0.47396561 0.41735151 0.28192401
0.3270813 0.3464282 0.42751203 0.43577204 0.3324272 0.42565807
0.43424185 0.44293081 0.42822894 0.40955905 0.59639126 0.36740704
0.43426893 0.38800105 0.52230245 0.46841105 0.49457783 0.3048752 ]
final inputs: [ 7.54655903 0.31103432 -3.1140622 -9.94505778 -1.20214545 -6.13713357
0.05123523 4.23195091 6.62112411 -7.53990852]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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[ 5.84009673e-01 -1.11086224e-01 -1.71757555e-01 -6.16643448e-01
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[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
3.32201919e-01 -6.63612771e-01]
[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
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3.35803361e-01 -4.91208523e-01]
[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
5.43786183e-01 -7.86432585e-01]
[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
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8.30175338e-01 -7.07523028e-01]]
oet: [-8.5469752 -1.3114505 2.11364603 8.94464161 0.20172928 5.1367174
-1.0516514 -5.23236708 -7.62154029 6.53949235]
[ 5.72818 0.13838593 -2.31152826 -7.71614477 -1.07410393 -4.6513737
-0.13841865 3.40878566 5.3188697 -5.80756992]
X: [ 1. 0. -0.60754843 -0.86678579 -1.55384381 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
-0.15203696]
...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.86310195 -0.99343011 -0.82178938 -0.76860269 -0.32906209 -0.97426141
-1.03510894 -1.94262152 -0.3377249 -1.11511508 -0.84370674 -0.34363189
-0.82823533 -0.84469091 0.082028 -0.55719159 -1.69508695 -0.84971136
-0.30744213 -0.47072817 -1.71555974 -1.47958759 -1.26372519 -0.09920866
-1.36098936 -0.00221397 -1.21954129 -0.08542787 -0.66035045 -0.41812005]
hidden Outputs: [ 0.29669167 0.2702351 0.30538396 0.31678145 0.41846885 0.27403193
0.26209483 0.12536014 0.41636223 0.24691851 0.30075468 0.41492752
0.30401833 0.30054775 0.52049551 0.36419752 0.15510803 0.29949341
0.42373921 0.38444391 0.15244398 0.18548972 0.22033329 0.47521816
0.20407955 0.49944651 0.22801719 0.47865601 0.34066089 0.39696669]
final inputs: [ 5.72818 0.13838593 -2.31152826 -7.71614477 -1.07410393 -4.6513737
-0.13841865 3.40878566 5.3188697 -5.80756992]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 6.97250700e-01 -2.01609068e-03 -1.80750343e-01 -8.76672270e-01
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5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
5.43786183e-01 -7.86432585e-01]
[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-6.70654395 -1.11674988 1.33316431 6.73778082 0.09573998 3.67300975
-0.8399453 -4.38714961 -6.29723365 4.82920597]
[ 6.74243992 0.2754299 -2.74124217 -8.92721045 -1.14127386 -5.44122925
0.07581494 3.77224442 5.97662421 -6.80697172]
X: [ 1. 0. 0.32724398 1.05100987 0.27629827 0. 0.
1. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 0. 1. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.56072786 -1.17800639 -0.19063929 -0.68630304 -0.63636552 0.46015263
-0.50666785 -0.50482374 -0.75676072 -0.46341142 -0.6501801 -1.11786557
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0.23413037 -0.81157514 -0.09748708 -0.31923889 -0.47125131 -0.75400464]
hidden Outputs: [ 0.36337906 0.23541084 0.452484 0.33485598 0.34606858 0.61305038
0.37597498 0.37640774 0.31934996 0.38617685 0.34294895 0.24640741
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0.29085511 0.39588656 0.43195261 0.32314507 0.41187809 0.32432695
0.55826667 0.30755494 0.47564751 0.42086125 0.38432012 0.31994934]
final inputs: [ 6.74243992 0.2754299 -2.74124217 -8.92721045 -1.14127386 -5.44122925
0.07581494 3.77224442 5.97662421 -6.80697172]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
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[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
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[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
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[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
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8.30175338e-01 -7.07523028e-01]]
oet: [-7.35694217 -0.88993215 2.12673992 8.3127082 0.52677161 4.826727
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[ 7.61288537 0.38072319 -2.98262295 -9.73501769 -1.21047036 -5.94754399
0.18171005 4.37896625 6.71729131 -7.23796288]
X: [ 0. 0. 0.8465731 1.05100987 0.27629827 0. 1.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
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[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [ 0.11114256 -0.81425784 -0.63488521 -0.24612905 -0.23442623 0.01099701
0.15413782 -0.28703457 -0.82607013 -0.52181498 -0.38631089 -0.97122144
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-0.93354874 -0.63725067 -0.1311163 -0.64136863 -0.28571836 -0.25738488]
hidden Outputs: [ 0.52775707 0.30698392 0.34640366 0.4387765 0.44166037 0.50274922
0.53845834 0.42873001 0.30447666 0.37242793 0.40460569 0.27463711
0.33473342 0.43591244 0.54280679 0.38910627 0.46610024 0.56705302
0.52547957 0.30843334 0.39361313 0.48095804 0.48511641 0.38190068
0.28220531 0.34586829 0.4672678 0.34493722 0.42905241 0.43600667]
final inputs: [ 7.61288537 0.38072319 -2.98262295 -9.73501769 -1.21047036 -5.94754399
0.18171005 4.37896625 6.71729131 -7.23796288]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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0.09775323 3.81727928 5.90539089 -6.61727064]
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hidden inputs: [-1.37649718 -0.63844836 -0.80493309 0.27180807 -0.50258216 -0.63637227
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-0.17904859 -0.43248272 -0.39562621 -0.45486867 -0.61906117 -0.06119462]
hidden Outputs: [ 0.20157216 0.34559737 0.30897127 0.56753673 0.37693404 0.34606705
0.28335796 0.26216197 0.20473615 0.32861673 0.31658268 0.37518551
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final inputs: [ 6.8089981 0.26696439 -2.63455778 -8.81726222 -0.90411506 -5.22356933
0.09775323 3.81727928 5.90539089 -6.61727064]
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oet: [-6.65718556 -0.11515185 2.78637032 8.96907476 1.0559276 5.37538187
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[ 7.04799159 0.28169587 -2.69776054 -8.98484007 -0.87384349 -5.26603464
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hidden inputs: [-1.65333507 -0.34586565 -0.81386994 0.32007545 -0.3429156 -0.74660535
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-0.39237066 -0.3356407 -0.24009594 -0.66493119 -0.44670677 -0.16638243]
hidden Outputs: [ 0.16065871 0.41438535 0.30706645 0.57934264 0.41510142 0.32156143
0.26312026 0.25263188 0.18478971 0.41564062 0.37717115 0.41733307
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final inputs: [ 7.04799159 0.28169587 -2.69776054 -8.98484007 -0.87384349 -5.26603464
0.13918416 3.97095235 5.96009197 -6.69216514]
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[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
-0.15203696]
...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-1.06232541 -0.48182628 -0.00504129 -0.25682274 -0.31961099 -0.29936809
-0.36859792 -0.63505469 0.26462556 -0.76041197 -0.91179803 0.53973719
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-1.23487628 -0.19101919 -1.0977395 -0.78773128 -0.54922473 -0.21642744
-0.4530204 -0.01570645 -0.64299389 -0.03199592 -0.33736907 -0.55963697]
hidden Outputs: [ 0.25686532 0.38182097 0.49873968 0.43614491 0.42077056 0.42571197
0.40887986 0.34636529 0.56577302 0.31855683 0.28663205 0.63175128
0.42032711 0.49178339 0.46920389 0.33968455 0.42771299 0.44646053
0.2253291 0.45238988 0.25016368 0.31265602 0.3660443 0.44610336
0.38864288 0.49607347 0.34457008 0.4920017 0.4164487 0.36363146]
final inputs: [ 7.15452626 0.08509472 -3.12010321 -9.68387283 -1.32879704 -5.98202019
-0.15160413 4.01881259 6.42859944 -7.3060001 ]
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7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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oet: [-8.15494243 -1.08551089 2.11968704 8.68345665 0.32838087 4.98160402
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0.01772527 3.59192897 5.6604292 -6.34991307]
X: [ 1. 1. -1.23074336 -1.43694126 1.86203995 1. 0.
0. 0. 1. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
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[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
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hidden inputs: [-1.58804244 -0.42453846 -0.92367328 0.04242967 -0.60581419 -0.58393402
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-0.90284041 -0.37016251 -0.5634744 -0.60910772 -0.55640936 -0.16191305]
hidden Outputs: [ 0.16965949 0.39543125 0.28421003 0.51060583 0.35301463 0.35802788
0.28871443 0.26066862 0.34376065 0.43479911 0.25333517 0.52927118
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0.28846714 0.40850175 0.36274393 0.35226277 0.36437867 0.45960994]
final inputs: [ 6.45661274 0.1554103 -2.58797615 -8.44845237 -1.06130861 -5.09983882
0.01772527 3.59192897 5.6604292 -6.34991307]
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X: [ 0. 0. -1.02301172 0.63635135 -0.82146002 0. 0.
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...,
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[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
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hidden inputs: [ 0.15495474 -0.32727091 0.42402718 -0.32941865 0.39699077 0.19110765
0.28445931 -0.34973966 0.10225241 -0.62307746 -0.06823468 0.14777069
-0.66468356 -0.55957133 -0.12834023 -0.22166401 0.05916498 -0.11891346
-0.34652674 0.46675846 -0.24762497 -0.82661027 -0.45820489 0.17278219
-0.43936913 0.14266283 -0.56070996 0.10925641 0.02990012 -0.4749016 ]
hidden Outputs: [ 0.53866136 0.4189048 0.60444652 0.41838208 0.59796445 0.54763203
0.57063914 0.41344556 0.52554085 0.34908186 0.48294794 0.5368756
0.3396883 0.36364665 0.46795891 0.44480979 0.51478693 0.47030662
0.41422493 0.61461624 0.43840816 0.30436229 0.38741176 0.54308841
0.3918913 0.53560534 0.3633832 0.52728696 0.50747447 0.38345676]
final inputs: [ 8.11906471 0.23161879 -3.53992518 -11.11042639 -1.58034641
-6.76952889 -0.11549404 4.79736073 7.5105243 -8.26823326]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
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[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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8.30175338e-01 -7.07523028e-01]]
oet: [ -8.22636580e+00 -3.38919881e-01 3.43262409e+00 1.10031253e+01
1.47304532e+00 6.66222780e+00 8.19294822e-03 -4.90466183e+00
-7.61782539e+00 8.16093217e+00]
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0.05882423 3.2405707 5.21523502 -5.85683495]
X: [ 1. 0. 0.95043892 0.84368061 -1.55384381 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 1. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.74954695 -1.31272363 -0.65102026 -1.00080426 -0.78541404 -0.19811957
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-0.38389001 -0.6188497 -0.34747842 -0.22605221 -0.88761085 -0.95985307]
hidden Outputs: [ 0.32092003 0.21203144 0.34275966 0.26878332 0.31315421 0.45063148
0.19427443 0.21945682 0.35113734 0.26270131 0.25001987 0.28142461
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0.36727735 0.26778273 0.27041924 0.22816153 0.43753456 0.3459509
0.40518902 0.35004311 0.41399403 0.44372637 0.29160311 0.27690761]
final inputs: [ 5.83445382 0.19596385 -2.23796974 -7.72181062 -0.95448977 -4.68487304
0.05882423 3.2405707 5.21523502 -5.85683495]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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oet: [-6.75768721 -1.11919724 1.31473635 6.79857724 0.03125638 3.76163965
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[ 7.29214636 0.2800642 -3.06945722 -9.57676472 -1.1432866 -5.92316543
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X: [ 1. 0. -1.95780412 -0.65945653 2.47181485 1. 0.
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[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
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[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
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hidden inputs: [-1.67839449 -1.0401509 -0.49946139 -0.11319349 -0.51404125 -0.2110372
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0.45582523 -0.37655847 -0.28314994 -0.59437685 -0.08013263 0.2710723 ]
hidden Outputs: [ 0.15730818 0.26112088 0.37766725 0.4717318 0.37424664 0.44743564
0.4253025 0.32404426 0.20440704 0.4164159 0.24565482 0.42863533
0.38490492 0.63962002 0.29938525 0.32981746 0.49430113 0.56376055
0.23929981 0.3927073 0.43042752 0.37285003 0.52578661 0.50310713
0.61202334 0.40695722 0.4296817 0.35563123 0.47997756 0.56735613]
final inputs: [ 7.29214636 0.2800642 -3.06945722 -9.57676472 -1.1432866 -5.92316543
0.02034483 4.18600582 6.33628479 -7.28847024]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
-7.82054727e-02 -2.86870684e-02 -4.14453835e-02 3.89908994e-01
6.00616064e-01 -8.55013126e-01]
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[ 7.77387605e-01 2.03627206e-01 -3.40217760e-01 -5.18049705e-01
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[ 8.82461723e-01 -5.25352174e-04 -2.03744955e-02 -1.04648578e+00
3.62006356e-01 -3.42346681e-01 4.32489216e-01 3.22355306e-01
5.87349451e-01 -4.70654167e-01]
[ 8.82666630e-01 -1.79852917e-01 -2.21367544e-01 -7.04917661e-01
1.18808193e-02 -4.06873319e-01 4.17963390e-02 3.58655035e-01
6.34035389e-01 -7.65562052e-01]
[ 6.79476506e-01 1.89264181e-01 -1.32578780e-01 -7.07470365e-01
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[ 4.39919644e-01 2.22872863e-01 -5.39449685e-02 -8.84900631e-01
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3.00359617e-01 -2.99296008e-01]
[ 8.18050135e-01 -1.85673197e-01 -2.49409387e-01 -8.42278763e-01
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[ 6.50523664e-01 6.66543880e-02 -1.53769919e-01 -8.04240501e-01
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4.15146946e-01 -5.55450701e-01 -9.75978366e-02 4.22102294e-01
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4.87039505e-01 -6.47048054e-01]
[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
3.32201919e-01 -6.63612771e-01]
[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
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[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
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7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
5.43786183e-01 -7.86432585e-01]
[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-8.22640586 -1.2143237 2.13519772 8.64250522 0.2090271 4.98890593
-0.95460433 -5.12026532 -7.27054429 6.35421074]
[ 5.68688363 0.15747594 -2.24406998 -7.77726927 -0.97909869 -4.70469698
-0.02832193 3.29674856 5.22034468 -5.84566574]
X: [ 1. 0. -0.5036826 -0.24479801 -0.45608552 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
-0.15203696]
...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-1.47025246 -1.07482197 -0.97221344 -0.587303 -0.35914424 -0.16785035
-0.97406485 -1.74871251 -0.55829461 -1.28015961 -1.142243 -0.41977717
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-0.67153436 -0.61818324 -0.82225355 -1.34968161 -0.93035265 -0.42427773
-0.60636224 -0.33010083 -0.61727281 -0.44142833 -0.85366497 -0.38579967]
hidden Outputs: [ 0.18690424 0.25448716 0.27443954 0.35725391 0.41116674 0.45813566
0.27407103 0.14820966 0.36394215 0.21752306 0.24190878 0.39657007
0.38377019 0.27210245 0.47603733 0.31843404 0.18433938 0.2702132
0.33815336 0.35019476 0.3052855 0.20592243 0.28285318 0.39549358
0.35288947 0.41821609 0.35040196 0.39140068 0.29866461 0.40472885]
final inputs: [ 5.68688363 0.15747594 -2.24406998 -7.77726927 -0.97909869 -4.70469698
-0.02832193 3.29674856 5.22034468 -5.84566574]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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6.00616064e-01 -8.55013126e-01]
[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 6.56244682e-01 2.33195692e-01 -3.53649046e-01 -5.69291279e-01
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[ 8.82461723e-01 -5.25352174e-04 -2.03744955e-02 -1.04648578e+00
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[ 8.82666630e-01 -1.79852917e-01 -2.21367544e-01 -7.04917661e-01
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[ 5.84009673e-01 -1.11086224e-01 -1.71757555e-01 -6.16643448e-01
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[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
3.32201919e-01 -6.63612771e-01]
[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
-2.45963490e-01 -5.18733569e-01 4.73953728e-01 9.36831619e-02
3.35803361e-01 -4.91208523e-01]
[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
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8.30175338e-01 -7.07523028e-01]]
oet: [-6.20215087 -0.67274318 1.72880274 7.26200203 0.46383145 4.18942974
-0.48694531 -3.8120158 -5.73561192 5.3303985 ]
[ 6.53376325 0.01520229 -2.76664833 -8.86474602 -1.22383518 -5.40942844
-0.05551924 3.68823108 5.8333478 -6.7763285 ]
X: [ 1. 0. -1.23074336 0.37718977 0.76428167 1. 0.
0. 0. 1. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
-0.15203696]
...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-1.43513569 -0.5035658 -0.51574326 -0.65222949 -0.3190574 0.07492561
-1.00558869 -1.13406202 0.01969932 -0.63302439 -1.31525556 0.1576854
-0.76333594 0.40336308 -0.83483968 -0.80588256 -0.41026193 -0.20142543
-1.32050688 -0.5604004 -0.87051933 -1.17624795 -0.39577954 -0.45454949
-0.25737792 -0.42874084 -0.35783614 -0.42100286 -0.48973224 -0.24268444]
hidden Outputs: [ 0.19229974 0.37670306 0.37384814 0.3424873 0.42090548 0.51872264
0.26784404 0.24341225 0.50492467 0.34682508 0.21160873 0.53933987
0.31792244 0.59949541 0.30262272 0.30876859 0.39884932 0.44981321
0.21073397 0.36345482 0.29514625 0.2357275 0.40232677 0.38827963
0.43600838 0.39442705 0.41148348 0.3962768 0.37995665 0.43962492]
final inputs: [ 6.53376325 0.01520229 -2.76664833 -8.86474602 -1.22383518 -5.40942844
-0.05551924 3.68823108 5.8333478 -6.7763285 ]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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[ 3.14700506e-01 -1.02140984e-01 1.42369860e-01 -6.55766204e-01
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[ 7.09750855e-01 -2.91345509e-02 -4.62551667e-01 -6.71859446e-01
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[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
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[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
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[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-7.55623164 -1.03767069 1.74417994 7.84227762 0.20136678 4.38696004
-0.96694915 -4.71069948 -6.85581619 5.7538601 ]
[ 6.51614575 0.23627774 -2.60464091 -8.49581329 -1.0085887 -5.17964215
-0.01688897 3.65064641 5.75451153 -6.42400016]
X: [ 0. 0. -0.81528007 -1.64427052 0.76428167 1. 0.
0. 0. 1. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
-0.15203696]
...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-1.23512716 -1.10297577 -0.92616231 -0.12724269 -0.45744511 -0.80128691
-0.81011763 -0.8883971 -0.8084607 -0.83760017 -0.91171605 -0.17318958
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-0.93247077 -0.71576989 -1.1286449 -0.52566614 -0.60669023 -0.38738444
-0.21911699 -0.23037307 -0.72979071 -0.21250157 -0.70117585 0.10027636]
hidden Outputs: [ 0.22528531 0.24918274 0.28370395 0.46823218 0.38759209 0.3097503
0.30786543 0.29144072 0.30821861 0.30204046 0.28664881 0.45681051
0.38416598 0.52854611 0.42512318 0.30726869 0.24085941 0.41611947
0.28242372 0.32832516 0.24441127 0.37152826 0.35281457 0.4043471
0.44543888 0.4426601 0.32524066 0.44707362 0.33155158 0.5250481 ]
final inputs: [ 6.51614575 0.23627774 -2.60464091 -8.49581329 -1.0085887 -5.17964215
-0.01688897 3.65064641 5.75451153 -6.42400016]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
-7.82054727e-02 -2.86870684e-02 -4.14453835e-02 3.89908994e-01
6.00616064e-01 -8.55013126e-01]
[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 6.97250700e-01 -2.01609068e-03 -1.80750343e-01 -8.76672270e-01
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[ 6.56244682e-01 2.33195692e-01 -3.53649046e-01 -5.69291279e-01
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[ 3.88072155e-01 -5.06693231e-01 -3.03416691e-01 -9.05172544e-01
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[ 8.82461723e-01 -5.25352174e-04 -2.03744955e-02 -1.04648578e+00
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[ 8.82666630e-01 -1.79852917e-01 -2.21367544e-01 -7.04917661e-01
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[ 4.39919644e-01 2.22872863e-01 -5.39449685e-02 -8.84900631e-01
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[ 3.94665887e-01 -9.89947833e-02 -4.28546872e-01 -7.00671632e-01
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[ 8.18050135e-01 -1.85673197e-01 -2.49409387e-01 -8.42278763e-01
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[ 6.28186128e-01 -1.18069903e-01 -5.08855960e-01 -7.97229377e-01
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[ 5.84009673e-01 -1.11086224e-01 -1.71757555e-01 -6.16643448e-01
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4.87039505e-01 -6.47048054e-01]
[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
-1.00528439e-01 -4.45237662e-01 -2.79219949e-01 1.92075546e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
3.32201919e-01 -6.63612771e-01]
[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
-2.45963490e-01 -5.18733569e-01 4.73953728e-01 9.36831619e-02
3.35803361e-01 -4.91208523e-01]
[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
5.43786183e-01 -7.86432585e-01]
[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-6.89909965 -0.61923164 2.22168702 8.1128594 0.6256348 4.79668826
-0.36606492 -4.0336003 -6.13746543 6.04104626]
[ 5.83155306 0.37674777 -2.0184321 -7.25540261 -0.73429943 -4.25714723
0.14543694 3.40513682 5.12307509 -5.38575657]
X: [ 1. 0. 2.19682879 -1.07411506 0.03189788 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.27188977 -1.45256809 -1.10253829 -0.76150354 -0.66117211 -1.18048943
-1.48548476 -1.57752932 -1.63095178 -0.8911697 -0.62118985 -1.98433735
-0.19851925 -0.89221376 0.21158068 -0.61336588 -2.03077891 -0.48281716
0.18880127 -1.2023559 -1.76229477 -0.47267735 -0.75164153 -0.3049584
-1.10176508 -0.62522899 -0.7828484 -0.72921376 -0.87698735 -0.38455962]
hidden Outputs: [ 0.43244322 0.18960665 0.2492646 0.31831992 0.34047636 0.23496421
0.18460041 0.17114567 0.16370002 0.2908685 0.34951089 0.12085723
0.45053254 0.2906532 0.55269872 0.35129178 0.11600902 0.38158712
0.54706061 0.23105638 0.14650317 0.38398275 0.32046372 0.42434581
0.24940932 0.34859314 0.31370632 0.32536729 0.29380246 0.40502764]
final inputs: [ 5.83155306 0.37674777 -2.0184321 -7.25540261 -0.73429943 -4.25714723
0.14543694 3.40513682 5.12307509 -5.38575657]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
-7.82054727e-02 -2.86870684e-02 -4.14453835e-02 3.89908994e-01
6.00616064e-01 -8.55013126e-01]
[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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[ 5.84009673e-01 -1.11086224e-01 -1.71757555e-01 -6.16643448e-01
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[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
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[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
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[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-4.8031646 0.65164068 3.04682055 8.28379106 1.76268789 5.28553568
0.88295151 -2.37674836 -4.09468664 6.41414502]
[ 7.99282025 0.39337557 -2.9719997 -10.01194168 -0.97713005
-5.92841475 0.14461366 4.61551711 6.76644738 -7.45740225]
X: [ 0. 0. -0.29595096 -3.2510723 0.88607317 1. 0.
0. 0. 0. 0. 1. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
-0.15203696]
...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-1.01688518 -0.86713216 -0.09407663 -0.11329968 -0.43864185 -0.8587561
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0.58912327 0.39381477 -0.56271176 -0.1299647 -1.16381758 0.56561252
0.01487389 -0.03568246 -1.55389514 0.21664627 -0.67969094 0.55528732
-0.36361813 0.16184833 -0.54762217 0.01647902 -0.78925468 0.07898223]
hidden Outputs: [ 0.26563457 0.29585139 0.47649817 0.47170534 0.39206464 0.2975993
0.30915196 0.36888984 0.24302236 0.48582556 0.46833334 0.26571452
0.64316396 0.59720069 0.36292024 0.46755448 0.2379743 0.63775017
0.5037184 0.49108033 0.1745244 0.55395072 0.33633029 0.63536142
0.410084 0.54037399 0.36641626 0.50411966 0.31232873 0.5197353 ]
final inputs: [ 7.99282025 0.39337557 -2.9719997 -10.01194168 -0.97713005
-5.92841475 0.14461366 4.61551711 6.76644738 -7.45740225]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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6.00616064e-01 -8.55013126e-01]
[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 6.97250700e-01 -2.01609068e-03 -1.80750343e-01 -8.76672270e-01
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[ 3.74576861e-01 1.52300839e-01 -4.28590247e-01 -6.52203601e-01
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[ 6.56244682e-01 2.33195692e-01 -3.53649046e-01 -5.69291279e-01
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[ 3.88072155e-01 -5.06693231e-01 -3.03416691e-01 -9.05172544e-01
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[ 7.77387605e-01 2.03627206e-01 -3.40217760e-01 -5.18049705e-01
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[ 8.82461723e-01 -5.25352174e-04 -2.03744955e-02 -1.04648578e+00
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[ 4.39919644e-01 2.22872863e-01 -5.39449685e-02 -8.84900631e-01
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[ 3.94665887e-01 -9.89947833e-02 -4.28546872e-01 -7.00671632e-01
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[ 8.18050135e-01 -1.85673197e-01 -2.49409387e-01 -8.42278763e-01
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[ 6.28186128e-01 -1.18069903e-01 -5.08855960e-01 -7.97229377e-01
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[ 7.09750855e-01 -2.91345509e-02 -4.62551667e-01 -6.71859446e-01
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[ 5.84009673e-01 -1.11086224e-01 -1.71757555e-01 -6.16643448e-01
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[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
-1.00528439e-01 -4.45237662e-01 -2.79219949e-01 1.92075546e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
3.32201919e-01 -6.63612771e-01]
[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
-2.45963490e-01 -5.18733569e-01 4.73953728e-01 9.36831619e-02
3.35803361e-01 -4.91208523e-01]
[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [ -8.97118420e+00 -1.37173952e+00 1.99363576e+00 9.03357773e+00
-1.23390059e-03 4.95005081e+00 -1.12297761e+00 -5.59388106e+00
-7.74481133e+00 6.47903831e+00]
[ 6.80546106 0.21437058 -2.64159418 -8.89027336 -1.05723097 -5.35449407
0.09094036 3.80994394 6.0922968 -6.88155589]
X: [ 0. 0. 1.05430474 0.84368061 -0.21168512 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.37079321 -0.63093399 -0.42005722 -0.64617313 -0.80280149 0.25492567
-1.10542636 -0.58505771 -0.41549655 -0.7763826 -0.80706813 -0.93691259
-0.51718515 0.02725916 -0.05164438 -0.96034074 -1.63811769 -0.25675773
-0.21096449 -0.68124226 -0.61857656 -0.72588275 -0.25566296 -0.58186361
-0.27576591 -0.6604054 -0.45333034 -0.15992742 -0.35517488 -0.3010457 ]
hidden Outputs: [ 0.40834937 0.34729879 0.39650306 0.34385243 0.30942657 0.5633885
0.24872454 0.35776965 0.39759489 0.31510004 0.30851561 0.28152441
0.37351067 0.50681437 0.48709177 0.27680998 0.16272135 0.4361609
0.44745362 0.3359841 0.35010526 0.32609888 0.43643015 0.35850389
0.43149212 0.34064855 0.38856924 0.46010314 0.41212809 0.42530187]
final inputs: [ 6.80546106 0.21437058 -2.64159418 -8.89027336 -1.05723097 -5.35449407
0.09094036 3.80994394 6.0922968 -6.88155589]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
-7.82054727e-02 -2.86870684e-02 -4.14453835e-02 3.89908994e-01
6.00616064e-01 -8.55013126e-01]
[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
-1.10822032e-01 -5.41854160e-01 -1.41767201e-01 2.40974268e-01
5.31585839e-01 -7.36441861e-01]
[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
-2.11460206e-03 -4.79086337e-01 -1.68594936e-01 2.35341920e-01
4.36556818e-01 -7.11901436e-01]
[ 6.97250700e-01 -2.01609068e-03 -1.80750343e-01 -8.76672270e-01
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5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
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oet: [-7.81690335 -1.22581286 1.6301519 7.87883108 0.04578869 4.34305178
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[ 7.70365066 -0.0110114 -3.35585072 -10.58145358 -1.56923215
-6.57205001 -0.15471074 4.36549521 7.08872262 -8.10795654]
X: [ 0. 0. -1.75007248 -0.19296569 -1.55384381 1. 0.
0. 0. 0. 1. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
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[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
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hidden inputs: [-0.43405679 -0.64548363 0.25483385 -0.55349322 -0.29260464 0.48246759
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0.07217583 -0.17328708 -0.77172291 0.6018428 -0.50424636 -0.2176538 ]
hidden Outputs: [ 0.39315802 0.34400801 0.56336592 0.36505434 0.42736633 0.61833039
0.44284576 0.39084099 0.69890044 0.34699801 0.22710358 0.52737415
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0.51803613 0.45678631 0.31610652 0.6460778 0.37654328 0.44580035]
final inputs: [ 7.70365066 -0.0110114 -3.35585072 -10.58145358 -1.56923215
-6.57205001 -0.15471074 4.36549521 7.08872262 -8.10795654]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
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[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
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[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
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oet: [-8.720606 -1.00594394 2.33889538 9.56449824 0.55227681 5.55509466
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[ 6.6517163 0.16922696 -2.80870031 -9.02584969 -1.14505 -5.46331282
-0.0331469 3.79228951 5.97862157 -6.88176251]
X: [ 0. 0. -0.60754843 0.68818367 0.51988127 0. 1.
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0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 1. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
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[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-1.095524 -0.34604717 -0.5322126 -0.13102921 -0.56633237 0.07359961
-0.17540176 -1.12454125 -0.35310799 -1.09716219 -0.50905164 -0.30104751
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-0.15049038 -0.43930204 -0.02559817 -0.33103358 -0.47586389 -0.29506136]
hidden Outputs: [ 0.2505795 0.4143413 0.37000098 0.46728948 0.36208354 0.5183916
0.45626164 0.2451699 0.41262895 0.25027199 0.37541587 0.42530143
0.26933814 0.49613652 0.34948755 0.28363242 0.37054262 0.34290687
0.30026907 0.34845795 0.28374136 0.2577579 0.47943688 0.39861549
0.46244825 0.39190729 0.49360081 0.41798916 0.38322928 0.42676522]
final inputs: [ 6.6517163 0.16922696 -2.80870031 -9.02584969 -1.14505 -5.46331282
-0.0331469 3.79228951 5.97862157 -6.88176251]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-7.39853189 -0.91604256 2.06188472 8.27903409 0.3982344 4.71649723
-0.7136687 -4.5391051 -6.72543717 6.13494692]
[ 7.71546915 0.28680105 -3.19406478 -10.23778748 -1.19664077
-6.32126582 0.06784523 4.51527327 6.90460638 -7.69998567]
X: [ 0. 0. 0.01564651 1.31017145 0.03189788 0. 1.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.57661911 -0.49487039 -0.39454913 -0.40925892 -0.0295594 0.46543447
0.362962 -0.48956983 -0.02540592 -1.00208579 -0.59359346 -0.82737782
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-0.58669416 -0.40758529 -0.16894036 -0.92785808 0.08637334 -0.44154827]
hidden Outputs: [ 0.35971091 0.3787469 0.40262267 0.39908983 0.49261069 0.61430259
0.58975726 0.37999491 0.49364886 0.26853153 0.35581077 0.3041998
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0.51315333 0.45462487 0.47018839 0.46436043 0.59576323 0.41014719
0.35739373 0.39949126 0.45786508 0.28335947 0.52157992 0.39137211]
final inputs: [ 7.71546915 0.28680105 -3.19406478 -10.23778748 -1.19664077
-6.32126582 0.06784523 4.51527327 6.90460638 -7.69998567]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 7.77387605e-01 2.03627206e-01 -3.40217760e-01 -5.18049705e-01
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[ 5.84009673e-01 -1.11086224e-01 -1.71757555e-01 -6.16643448e-01
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[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
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3.32201919e-01 -6.63612771e-01]
[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
-2.45963490e-01 -5.18733569e-01 4.73953728e-01 9.36831619e-02
3.35803361e-01 -4.91208523e-01]
[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
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8.30175338e-01 -7.07523028e-01]]
oet: [ -6.62643708 0.80223102 4.28309685 11.32681955 2.28567284
7.41029789 1.02118684 -3.42624121 -5.81557431 8.78901774]
[ 5.73487623 0.21518533 -2.07236886 -7.48419506 -0.9124527 -4.38514938
0.06263567 3.24509979 5.0960498 -5.62094861]
X: [ 1. 0. 1.05430474 -1.07411506 -1.55384381 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.62590793 -0.94312112 -0.37797492 -1.22968937 -0.77991986 -0.72083924
-1.44852599 -1.59970803 -0.73050375 -0.85937736 -0.97603883 -1.36178929
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-0.24226091 -0.93331757 -1.68390385 -1.04217268 -1.21096832 -0.43263337
-0.66716868 -0.28459075 -0.49455746 -0.08314219 -1.28622921 -0.99970205]
hidden Outputs: [ 0.34843898 0.28027032 0.40661541 0.2262358 0.31433716 0.3272082
0.19022852 0.16802243 0.32508419 0.29746945 0.27367847 0.20394965
0.43133648 0.34255442 0.44896197 0.42110614 0.09780915 0.30814728
0.43972926 0.28225214 0.15657923 0.26073099 0.22952976 0.39349768
0.33913111 0.42932865 0.37882054 0.47922642 0.21649174 0.26900001]
final inputs: [ 5.73487623 0.21518533 -2.07236886 -7.48419506 -0.9124527 -4.38514938
0.06263567 3.24509979 5.0960498 -5.62094861]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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6.00616064e-01 -8.55013126e-01]
[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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5.31585839e-01 -7.36441861e-01]
[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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4.36556818e-01 -7.11901436e-01]
[ 6.97250700e-01 -2.01609068e-03 -1.80750343e-01 -8.76672270e-01
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[ 6.56244682e-01 2.33195692e-01 -3.53649046e-01 -5.69291279e-01
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[ 3.88072155e-01 -5.06693231e-01 -3.03416691e-01 -9.05172544e-01
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[ 7.77387605e-01 2.03627206e-01 -3.40217760e-01 -5.18049705e-01
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[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
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[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-5.21920199 0.30048891 2.5880431 7.9998693 1.42812694 4.90082362
0.45303857 -2.72942555 -4.58037556 6.13662285]
[ 6.73087172 0.39352203 -2.46879746 -8.48195354 -0.98386833 -5.02135607
0.12760212 3.78588056 5.89050269 -6.30266164]
X: [ 0. 0. 1.15817056 -0.76312116 -0.69966852 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [ 0.00525909 -0.86016867 -0.4579542 -0.81336659 -0.28264532 -0.77527626
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-0.67123141 -0.27509293 -0.3457933 -0.23339414 -0.60014592 -0.61016511]
hidden Outputs: [ 0.50131477 0.29730411 0.38747126 0.30717356 0.42980536 0.31533885
0.22618104 0.22926917 0.21007794 0.44405523 0.35543184 0.31804084
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0.33822116 0.43165722 0.4144029 0.4419149 0.35431031 0.35202153]
final inputs: [ 6.73087172 0.39352203 -2.46879746 -8.48195354 -0.98386833 -5.02135607
0.12760212 3.78588056 5.89050269 -6.30266164]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 5.84009673e-01 -1.11086224e-01 -1.71757555e-01 -6.16643448e-01
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[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
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[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
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[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
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[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
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8.30175338e-01 -7.07523028e-01]]
oet: [-5.94505774 0.39229196 3.25461145 9.26776753 1.76968232 5.80717006
0.65821187 -3.00006657 -5.10468871 7.08847563]
[ 6.98535318 0.13353911 -2.91237849 -9.39636306 -1.24365962 -5.59213644
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X: [ 0. 0. 0.11951233 1.05100987 -0.82146002 0. 0.
0. 1. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.25329838 -0.27395623 -0.46296824 -0.01057943 0.01853367 -0.02728998
-0.44604122 -0.62959372 0.094552 -0.62777259 -0.41347747 -0.5612877
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-0.75434555 -0.26737042 -0.70211115 -0.99060229 -0.73018316 -0.56509308
-0.63907388 -0.21169316 -0.87619699 -0.15993705 -0.30828938 -0.58523668]
hidden Outputs: [ 0.43701182 0.4319361 0.38628191 0.49735517 0.50463328 0.49317793
0.39030241 0.34760267 0.5236204 0.34801577 0.39807858 0.36324956
0.34851564 0.43037315 0.39870203 0.36077108 0.36504717 0.4156915
0.31987517 0.43355277 0.33134432 0.27079313 0.32515454 0.36236984
0.34545592 0.44727347 0.29396648 0.46010075 0.42353234 0.35772852]
final inputs: [ 6.98535318 0.13353911 -2.91237849 -9.39636306 -1.24365962 -5.59213644
-0.05954695 3.99226261 6.362593 -7.12220903]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 6.97250700e-01 -2.01609068e-03 -1.80750343e-01 -8.76672270e-01
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[ 7.77387605e-01 2.03627206e-01 -3.40217760e-01 -5.18049705e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
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oet: [-7.3517679 -0.49995384 2.54596376 9.02994834 0.87724489 5.22572172
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[ 6.48953035 0.26182898 -2.5445476 -8.62963375 -1.00287553 -5.19384837
0.10148774 3.69449301 5.82765903 -6.53542981]
X: [ 0. 0. 0.32724398 1.05100987 0.76428167 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
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hidden inputs: [-1.25861361 -0.53474549 -1.05280922 -0.07263508 -0.42118087 0.06060737
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-0.6415884 -0.6086991 0.02844031 -0.70053903 -0.58043818 0.18178942]
hidden Outputs: [ 0.22121264 0.36941076 0.25868602 0.48184921 0.39623421 0.51514721
0.3174094 0.27997205 0.29710077 0.27671934 0.37305043 0.35189734
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0.34488757 0.35235601 0.5071096 0.33169273 0.35883178 0.54532261]
final inputs: [ 6.48953035 0.26182898 -2.5445476 -8.62963375 -1.00287553 -5.19384837
0.10148774 3.69449301 5.82765903 -6.53542981]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
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[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
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[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
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7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
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8.30175338e-01 -7.07523028e-01]]
oet: [-5.97385611 0.25384526 3.06022185 9.14530799 1.51854977 5.70952261
0.4141865 -3.17881877 -5.31198479 7.05110405]
[ 5.47734378 0.18470361 -1.9352047 -7.09327999 -0.80356605 -4.14547437
0.01842388 3.17295074 4.982051 -5.27036051]
X: [ 1. 0. -0.29595096 -2.42175525 -1.55384381 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
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[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.70795636 -0.98828505 -0.95052824 -1.17307721 -0.40213176 -1.22241703
-1.4953845 -1.88269878 -0.86182757 -1.18200312 -0.92045349 -1.10168673
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-1.27884262 -0.35997868 -1.31951378 -0.04977088 -1.4124819 -0.68909326]
hidden Outputs: [ 0.33005057 0.27125095 0.2787786 0.23629921 0.40080027 0.22751138
0.18311492 0.13207919 0.29695765 0.23469222 0.2848655 0.24942399
0.53424477 0.32544719 0.48300078 0.38588246 0.09532117 0.2553517
0.40057199 0.3935678 0.13469439 0.28716311 0.10589738 0.42660641
0.2177473 0.41096473 0.2108992 0.48755985 0.19584289 0.33423481]
final inputs: [ 5.47734378 0.18470361 -1.9352047 -7.09327999 -0.80356605 -4.14547437
0.01842388 3.17295074 4.982051 -5.27036051]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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5.31585839e-01 -7.36441861e-01]
[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 8.82461723e-01 -5.25352174e-04 -2.03744955e-02 -1.04648578e+00
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oet: [-3.13684799 2.15579218 4.27570049 9.43377578 3.14406184 6.48597016
2.32207191 -0.83245495 -2.64155521 7.6108563 ]
[ 7.04489708 0.07057831 -2.87830837 -9.40200742 -1.25555602 -5.65210358
-0.05765151 3.92617419 6.29520941 -7.12864025]
X: [ 0. 1. -0.9191459 -0.91861811 0.03189788 1. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
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[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
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[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
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hidden inputs: [-0.93337774 -0.21249313 -0.42606453 0.09625184 -0.1676203 -0.70820614
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-0.46419453 0.23408436 -0.60336245 0.07240288 -0.50008912 -0.15430083]
hidden Outputs: [ 0.28223995 0.44707571 0.39506648 0.5240444 0.45819277 0.32999534
0.4372373 0.24425994 0.53598885 0.37346272 0.24315573 0.54225876
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0.38599124 0.55825532 0.3535748 0.51809282 0.37751972 0.46150115]
final inputs: [ 7.04489708 0.07057831 -2.87830837 -9.40200742 -1.25555602 -5.65210358
-0.05765151 3.92617419 6.29520941 -7.12864025]
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[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
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oet: [-7.98466963 -1.01035087 1.93853582 8.46223487 0.31578346 4.71233103
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[ 7.03616776 0.22349786 -2.74059986 -9.3596447 -1.11767816 -5.47940588
0.07315163 4.04799106 6.26747507 -6.89202945]
X: [ 0. 0. 0.01564651 -0.60762422 -0.21168512 0. 0.
0. 1. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
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0. 0. 0. 1. 0. 0. 0.
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0. 0. 0. 1. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
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[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
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[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
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hidden inputs: [-0.77323316 0.04948953 -0.22486055 -0.24940169 0.15220272 -0.81279822
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-0.84923216 0.08447645 -0.26919756 -0.21805973 -0.59216859 -0.79601889]
hidden Outputs: [ 0.31578012 0.51236986 0.44402053 0.43797077 0.53797739 0.30729453
0.32101879 0.23387921 0.4011697 0.35319171 0.43617333 0.47638501
0.51645949 0.32404463 0.4130408 0.34210647 0.29858522 0.40133224
0.44828508 0.41345995 0.29625275 0.34061722 0.29039965 0.43661052
0.29959395 0.52110656 0.4331041 0.44570006 0.35613743 0.31087776]
final inputs: [ 7.03616776 0.22349786 -2.74059986 -9.3596447 -1.11767816 -5.47940588
0.07315163 4.04799106 6.26747507 -6.89202945]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
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5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
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oet: [-7.16000803 -0.34733812 2.6167596 9.23580444 0.9938379 5.35556562
-0.19699189 -4.17183132 -6.39131533 6.76818919]
[ 7.68704896 0.25156256 -3.230733 -10.28129687 -1.28021875
-6.37404387 0.04736062 4.43848978 6.80285128 -7.6825815 ]
X: [ 0. 0. -0.19208513 1.31017145 0.27629827 0. 1.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0. ]
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-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
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-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
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hidden inputs: [-0.53487699 -0.95789138 -0.22633304 -0.35460768 -0.25597881 0.77336385
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-0.00840667 -0.33153471 -0.1995289 -0.44571545 -0.41068884 -0.59598855]
hidden Outputs: [ 0.36938013 0.27730057 0.44365706 0.41226552 0.43635246 0.68424811
0.64621874 0.4588887 0.47799541 0.26157229 0.35861485 0.35647171
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0.49789834 0.41786725 0.45028261 0.39037994 0.39874696 0.35526199]
final inputs: [ 7.68704896 0.25156256 -3.230733 -10.28129687 -1.28021875
-6.37404387 0.04736062 4.43848978 6.80285128 -7.6825815 ]
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[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
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[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
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oet: [-8.48899511 -1.05350871 2.42878685 9.47935072 0.47827259 5.57209771
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[ 5.74177812 0.11928671 -2.34103703 -7.93351525 -1.02770576 -4.81605101
-0.09418593 3.34287395 5.39661014 -6.08840223]
X: [ 1. 0. -0.71141425 0.42902209 -0.69966852 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
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[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
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hidden inputs: [-1.3641484 -0.86489856 -0.8091428 -0.52721448 -0.41127326 -0.30365488
-0.83652493 -1.67429466 -0.1430091 -1.55531338 -1.11178376 -0.61602543
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-0.70230514 -0.33645334 -0.79429867 -0.30922039 -0.61073921 0.1386233 ]
hidden Outputs: [ 0.20356691 0.29631691 0.30807319 0.3711668 0.39860686 0.42466426
0.30226718 0.15785243 0.46430853 0.17432018 0.24753849 0.35068595
0.32408745 0.29910049 0.48730995 0.2911608 0.23345723 0.2259721
0.3180769 0.35941495 0.30740029 0.18133691 0.33020059 0.40826989
0.33130135 0.41667126 0.31124641 0.42330504 0.35189059 0.53460044]
final inputs: [ 5.74177812 0.11928671 -2.34103703 -7.93351525 -1.02770576 -4.81605101
-0.09418593 3.34287395 5.39661014 -6.08840223]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
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[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-6.43346315 -0.81097174 1.64935199 7.24183022 0.33602072 4.12436597
-0.59749911 -4.03455899 -6.08829517 5.39671719]
[ 8.05732092 0.28416699 -3.26513454 -10.53833641 -1.2625171
-6.25642016 0.10530146 4.65740017 7.13093722 -7.88807734]
X: [ 0. 0. 0.53497563 0.53268672 0.03189788 0. 0.
0. 1. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.26841795 -0.24312367 -0.26872309 0.23126238 0.28372112 0.11599249
0.05905959 -0.23089231 -0.42869596 -0.18165246 0.02735274 -0.84206377
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-0.53364823 -0.22018683 -0.49061947 -0.20802973 -0.26421434 -0.39063928]
hidden Outputs: [ 0.43329553 0.43951672 0.4332206 0.55755929 0.57045827 0.52896565
0.51476061 0.442532 0.39443777 0.45471135 0.50683776 0.30110031
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0.3696664 0.44517462 0.37974765 0.44817932 0.43432801 0.40356342]
final inputs: [ 8.05732092 0.28416699 -3.26513454 -10.53833641 -1.2625171
-6.25642016 0.10530146 4.65740017 7.13093722 -7.88807734]
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[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
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[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
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[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
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oet: [ -8.10949146 -0.33633753 3.21296401 10.48616587 1.21034656
6.20424963 -0.15747199 -4.7095707 -7.18310775 7.83590681]
[ 7.66172227 0.30264129 -3.14147669 -9.98049556 -1.26668686 -6.13569493
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X: [ 0. 0. -0.29595096 -0.97045042 0.51988127 1. 0.
0. 0. 0. 1. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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0. 1. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 1. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
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[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.51863709 -1.16509266 -0.03505089 0.0227158 -0.49022505 -0.12439396
0.19076673 -0.14749646 -0.58348689 -0.50966855 -0.58534313 -0.75924021
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-0.10223764 0.1683938 -0.44766906 0.0140915 -0.29192577 -0.56552814]
hidden Outputs: [ 0.37317098 0.23774315 0.49123817 0.50567871 0.37984055 0.46894155
0.54754758 0.46319259 0.35813066 0.37527123 0.35770407 0.31881125
0.39729304 0.5647009 0.42580989 0.44644818 0.38097414 0.55601948
0.32834701 0.36459648 0.30184839 0.42485047 0.29828874 0.56096249
0.47446283 0.54199925 0.38991511 0.50352282 0.42753247 0.36226932]
final inputs: [ 7.66172227 0.30264129 -3.14147669 -9.98049556 -1.26668686 -6.13569493
-0.03498601 4.34970756 6.68608815 -7.52867634]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 5.84009673e-01 -1.11086224e-01 -1.71757555e-01 -6.16643448e-01
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[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
-1.00528439e-01 -4.45237662e-01 -2.79219949e-01 1.92075546e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
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7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
5.43786183e-01 -7.86432585e-01]
[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-8.21006785 -0.85098686 2.59313111 9.43214998 0.71834128 5.58734935
-0.51335956 -4.89805314 -7.23443372 6.98033077]
[ 6.90054224 0.13511733 -3.12562821 -9.44126904 -1.42053511 -5.88482178
-0.22903604 4.03858582 6.35979943 -7.21105837]
X: [ 1. 0. -1.33460919 0.63635135 -0.21168512 1. 0.
0. 0. 0. 1. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.65484857 -1.36373952 -0.08742195 -0.38954552 -0.05814068 -0.17902805
0.19541948 -0.6043756 0.08881196 -0.87134854 -1.07714646 -0.23520901
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-0.30706169 0.10335085 -1.15606351 -0.11863325 -0.08807157 -0.0228211 ]
hidden Outputs: [ 0.34189776 0.2036332 0.47815842 0.40382671 0.48546892 0.45536215
0.54869998 0.35334326 0.52218841 0.29497378 0.2540464 0.44146735
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0.24967128 0.44099604 0.28135088 0.22316802 0.31678827 0.48231828
0.42383211 0.52581474 0.2393833 0.47037642 0.47799633 0.49429497]
final inputs: [ 6.90054224 0.13511733 -3.12562821 -9.44126904 -1.42053511 -5.88482178
-0.22903604 4.03858582 6.35979943 -7.21105837]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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[ 5.84009673e-01 -1.11086224e-01 -1.71757555e-01 -6.16643448e-01
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[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
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[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
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3.35803361e-01 -4.91208523e-01]
[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
5.43786183e-01 -7.86432585e-01]
[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
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8.30175338e-01 -7.07523028e-01]]
oet: [-7.85685396 -1.09142905 2.16931649 8.48495732 0.46422338 4.92851006
-0.72727568 -4.99489754 -7.31611116 6.25474665]
[ 7.07983046 0.01414821 -3.32766262 -10.03865653 -1.62853928
-6.3055995 -0.2594691 4.03730962 6.5573267 -7.52646137]
X: [ 1. 0. -1.64620666 1.20650682 -1.55384381 1. 0.
0. 0. 0. 1. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
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[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.88046986 -1.12891992 0.38521043 -0.64896709 -0.25235355 0.51413525
0.15932434 -0.27400743 1.11772407 -0.65021795 -1.01586044 0.36508873
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-0.22115908 0.08839084 -0.72641905 -0.01439529 -0.59452535 -0.71502854]
hidden Outputs: [ 0.29308042 0.24436048 0.59512918 0.34322234 0.43724429 0.62577537
0.53974704 0.43192354 0.75356631 0.34294042 0.26583452 0.59027171
0.26312514 0.35902125 0.46054858 0.42619019 0.59750419 0.38295487
0.20635373 0.5737908 0.38372023 0.18110966 0.34835942 0.40243714
0.44493449 0.52208333 0.32598103 0.49640124 0.3555972 0.32848867]
final inputs: [ 7.07983046 0.01414821 -3.32766262 -10.03865653 -1.62853928
-6.3055995 -0.2594691 4.03730962 6.5573267 -7.52646137]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 6.97250700e-01 -2.01609068e-03 -1.80750343e-01 -8.76672270e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
3.32201919e-01 -6.63612771e-01]
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[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
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7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
5.43786183e-01 -7.86432585e-01]
[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-8.11883802 -1.05315578 2.28865506 8.99964897 0.58953172 5.26659194
-0.77953847 -5.07631719 -7.59633427 6.4874538 ]
[ 6.25163024 0.14673449 -2.68217242 -8.4394704 -1.12098061 -5.1563986
-0.11863444 3.54281056 5.61194802 -6.41658581]
X: [ 1. 0. -2.06166995 -0.86678579 1.61845695 1. 0.
0. 0. 1. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 0. 1. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-1.46670755 -0.6896368 -0.613162 -0.40239972 -0.32550285 -0.53440789
-0.70308508 -1.26080091 -0.66413887 -0.7214395 -1.24006606 0.10338715
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0.25778932 -0.59400295 -0.52815424 -0.59341778 -0.44777448 -0.04534509]
hidden Outputs: [ 0.18744357 0.33411387 0.35133824 0.40073592 0.41933525 0.36948941
0.33112858 0.22083605 0.33981049 0.32707607 0.22442449 0.52582379
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0.14988358 0.37996485 0.29875082 0.30536949 0.31058456 0.36397201
0.56409278 0.35571692 0.37094749 0.35585104 0.38989003 0.48866567]
final inputs: [ 6.25163024 0.14673449 -2.68217242 -8.4394704 -1.12098061 -5.1563986
-0.11863444 3.54281056 5.61194802 -6.41658581]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
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[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
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[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
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7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
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8.30175338e-01 -7.07523028e-01]]
oet: [-7.19691585 -1.0920201 1.73688681 7.49418479 0.17569499 4.21111299
-0.82665117 -4.48809617 -6.55723363 5.4713002 ]
[ 6.79915194 0.2690037 -2.77504884 -9.07939574 -1.25580899 -5.53365653
0.02860277 3.89946424 6.11905687 -6.84295652]
X: [ 1. 0. 0.8465731 1.36200377 -0.82146002 0. 0.
1. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 1. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
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1. 0. 0. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
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[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.25259322 -1.39057976 -0.07638898 -0.93873699 -0.15131359 0.5182572
-0.56305656 -0.62720717 -0.42958316 -0.35868418 -0.71351282 -0.89859769
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-0.26546428 -0.48625061 -0.3117216 -0.22010267 -0.41987883 -0.93925752]
hidden Outputs: [ 0.43718532 0.19931522 0.48091204 0.28115554 0.46224361 0.62674015
0.36284053 0.34814407 0.39422587 0.41127813 0.3288231 0.28933876
0.28673735 0.33678137 0.47243548 0.45370262 0.24850394 0.48220693
0.41439932 0.37918672 0.3436622 0.25185722 0.39171374 0.35425338
0.43402094 0.38077722 0.42269457 0.44519541 0.39654575 0.28105035]
final inputs: [ 6.79915194 0.2690037 -2.77504884 -9.07939574 -1.25580899 -5.53365653
0.02860277 3.89946424 6.11905687 -6.84295652]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
5.43786183e-01 -7.86432585e-01]
[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-7.29788001 -0.76773177 2.27632076 8.58066766 0.75708092 5.03492846
-0.52733085 -4.39819231 -6.61778495 6.34422844]
[ 6.78851194 0.10214818 -2.90039725 -9.11279644 -1.23836076 -5.52868838
-0.14865763 3.89278834 6.17607622 -6.9377565 ]
X: [ 0. 0. -1.33460919 -1.28144432 0.27629827 1. 0.
0. 0. 1. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.85990901 -0.25247696 -0.3803092 -0.29688925 -0.19690066 -0.59068707
-0.84161664 -1.02187435 -0.00208561 -0.45084194 -0.86609392 0.16889609
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-0.64771806 -0.33041824 -0.89880794 -0.16427427 -0.19031617 -0.19846784]
hidden Outputs: [ 0.29735836 0.43721393 0.40605232 0.42631811 0.45093326 0.35647722
0.30119441 0.26466246 0.4994786 0.38916061 0.29606773 0.54212394
0.37368111 0.53762659 0.39530207 0.34216308 0.36645469 0.37176932
0.30000939 0.43729102 0.23539759 0.24768935 0.37753219 0.41197195
0.34350395 0.41813886 0.28929553 0.45902354 0.45256405 0.45054527]
final inputs: [ 6.78851194 0.10214818 -2.90039725 -9.11279644 -1.23836076 -5.52868838
-0.14865763 3.89278834 6.17607622 -6.9377565 ]
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7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
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[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
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8.30175338e-01 -7.07523028e-01]]
oet: [-7.28724001 -0.60087625 2.40166918 8.61406836 0.73963269 5.0299603
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[ 5.96643624 0.12274433 -2.22560258 -7.87527466 -1.00913383 -4.71138169
0.06386414 3.43706412 5.35352319 -5.94000852]
X: [ 1. 0. 0.63884145 0.32535746 -1.55384381 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
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[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.33300132 -1.10743819 -0.81054348 -1.04279592 -0.98281578 -0.04484249
-0.8194873 -1.34174217 -0.30605562 -1.56760711 -1.17442909 -1.23325424
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-0.84809425 -0.21778753 -0.57210712 -0.46723446 -1.3211552 -0.69351536]
hidden Outputs: [ 0.41751054 0.2483488 0.3077747 0.26061088 0.27233343 0.48879126
0.3058725 0.20722371 0.42407781 0.17255778 0.23605534 0.22561237
0.36867902 0.41056529 0.53841763 0.36850367 0.18942042 0.34486573
0.47169073 0.26764259 0.21085568 0.26067929 0.31091683 0.45089003
0.29983278 0.44576731 0.36075076 0.38527102 0.21062616 0.33325152]
final inputs: [ 5.96643624 0.12274433 -2.22560258 -7.87527466 -1.00913383 -4.71138169
0.06386414 3.43706412 5.35352319 -5.94000852]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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oet: [-6.96685242 -1.1231605 1.22518641 6.87485849 0.00871766 3.71096551
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[ 8.31741122 0.2126353 -3.63819858 -11.14133758 -1.36962764
-6.91296295 -0.07102627 4.83544249 7.37503143 -8.47628911]
X: [ 0. 0. -1.33460919 1.56933303 0.27629827 0. 1.
0. 0. 0. 0. 1. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-1.09703792 -0.21098106 0.13931601 -0.22009016 -0.22213174 0.44184736
0.12022426 0.01714502 0.08006482 -0.67211296 -0.2205019 -0.10702443
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-0.07624828 -0.29791692 -0.26242657 -0.00444692 0.2317247 -0.26047328]
hidden Outputs: [ 0.25029531 0.44744952 0.53477278 0.44519849 0.44469429 0.60869913
0.53001992 0.50428615 0.52000552 0.33802388 0.4450968 0.4732694
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0.42811929 0.48972425 0.34272263 0.36319247 0.63019134 0.59534825
0.48094716 0.42606679 0.4347673 0.49888827 0.55767333 0.43524737]
final inputs: [ 8.31741122 0.2126353 -3.63819858 -11.14133758 -1.36962764
-6.91296295 -0.07102627 4.83544249 7.37503143 -8.47628911]
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7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
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8.30175338e-01 -7.07523028e-01]]
oet: [ -9.3178274 -1.21305147 2.63778241 10.14092141 0.36921147
5.91254678 -0.9293899 -5.83585866 -8.37544761 7.47587294]
[ 7.68817755 0.09153743 -3.4369967 -10.50474655 -1.46967569
-6.5345526 -0.1310626 4.35040939 6.96963023 -7.97412226]
X: [ 0. 0. -1.43847501 0.63635135 -0.45608552 1. 0.
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0. 0. 0. 0. 0. 0. 0.
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[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
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[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.88057153 -0.32461952 -0.0632103 -0.19776198 0.03171706 0.42268819
0.05802296 0.01388284 0.93888628 -0.3075792 -0.71609518 -0.01905346
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-0.32509428 -0.38272484 -0.50410748 -0.12476198 -0.03654119 -0.49672527]
hidden Outputs: [ 0.29305936 0.41955035 0.48420268 0.45072001 0.5079286 0.60412633
0.51450167 0.50347065 0.71887464 0.42370574 0.32825343 0.49523678
0.35746008 0.40142603 0.406923 0.4067997 0.53202052 0.43643768
0.25124945 0.59090531 0.43664317 0.30229165 0.49135791 0.38544416
0.41943474 0.40546987 0.37657588 0.4688499 0.49086572 0.37831055]
final inputs: [ 7.68817755 0.09153743 -3.4369967 -10.50474655 -1.46967569
-6.5345526 -0.1310626 4.35040939 6.96963023 -7.97412226]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
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[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.51745316 -1.20098558 -0.95351883 -0.8833132 -0.85686416 -0.3558935
-1.44672948 -1.65257597 -0.83239946 -1.17310549 -1.28051401 -1.1470232
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-0.27750898 -0.75234967 -1.2143261 -1.00770569 -0.72776398 -0.58463565
-0.77721472 -0.2007016 -0.63666938 -0.22234812 -1.16747894 -0.50529961]
hidden Outputs: [ 0.37344796 0.23129993 0.27817771 0.29249167 0.29799493 0.41195399
0.19050541 0.1607611 0.30313796 0.23629411 0.21746274 0.24103323
0.44675962 0.4012507 0.50975986 0.37822805 0.13270281 0.30461905
0.43106459 0.32030953 0.22893649 0.26742909 0.3256856 0.35786663
0.31492049 0.44999235 0.34599982 0.44464086 0.23731098 0.37629605]
final inputs: [ 5.8858254 0.1774241 -2.13988008 -7.66846675 -0.89269603 -4.51709674
0.10672517 3.31111654 5.24232475 -5.76285363]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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oet: [-6.88624157 -1.17784027 1.13946391 6.66805058 -0.10772014 3.51668057
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[ 6.57641674 0.33420313 -2.49363299 -8.5094459 -0.94545415 -5.00988103
0.1226905 3.69746367 5.78991374 -6.33992297]
X: [ 0. 0. 0.8465731 -0.81495348 0.51988127 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
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0. 1. 0. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
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[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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...,
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[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
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[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
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hidden inputs: [-0.6207664 -0.6274758 -0.50199606 -0.21362669 -0.42792323 -0.28801614
-0.80875556 -1.00496918 -1.14661362 -0.5009178 -0.43226513 -0.70692363
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-0.67329341 -0.47575101 -0.2593211 -0.70238784 -0.76237372 -0.46747558]
hidden Outputs: [ 0.34960717 0.34808311 0.3770717 0.44679551 0.39462235 0.42848962
0.30815574 0.26796554 0.24110816 0.37732501 0.39358557 0.33027896
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0.28240229 0.34657607 0.23798562 0.37490202 0.32321536 0.35553594
0.33775978 0.38325596 0.43553061 0.33128303 0.31813113 0.38521391]
final inputs: [ 6.57641674 0.33420313 -2.49363299 -8.5094459 -0.94545415 -5.00988103
0.1226905 3.69746367 5.78991374 -6.33992297]
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7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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oet: [ -4.60529571 1.63691791 4.46475403 10.48056694 2.91657518
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[ 6.00394984 0.3393259 -2.2648465 -7.68896381 -0.84189134 -4.49580962
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X: [ 1. 0. 1.26203639 -0.40029496 -0.69966852 0. 0.
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
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hidden inputs: [ -3.35188866e-01 -1.45962959e+00 -7.01842268e-01 -7.45411401e-01
-3.85277660e-01 -8.36748892e-01 -1.28695695e+00 -1.33614243e+00
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-7.20858171e-01 9.58252797e-04 -8.35838042e-01 -6.55097525e-01
-6.08912100e-01 -7.50311483e-01]
hidden Outputs: [ 0.41697863 0.18852398 0.3314039 0.32182195 0.40485462 0.30221995
0.21636832 0.20814515 0.20787722 0.32118302 0.3148726 0.22384004
0.42469259 0.36301687 0.49539809 0.35637093 0.11122288 0.35832155
0.42632677 0.31398562 0.16102731 0.32964722 0.30691036 0.34880763
0.32720404 0.50023956 0.30241206 0.34184174 0.3523074 0.32075343]
final inputs: [ 6.00394984 0.3393259 -2.2648465 -7.68896381 -0.84189134 -4.49580962
0.07223241 3.4371736 5.26743147 -5.70217441]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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7.49760096e-01 -2.95524130e-01]
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oet: [-6.06714649 -0.40252255 2.20164986 7.62576716 0.77869469 4.43261297
-0.13542906 -3.50037024 -5.33062812 5.63897777]
[ 8.22346442 0.17926092 -3.53348331 -11.12582117 -1.47630102
-6.69014142 0.02942906 4.74893652 7.41012156 -8.2611995 ]
X: [ 0. 0. -0.5036826 0.68818367 -0.21168512 0. 0.
0. 1. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
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0. 1. 0. 0. 0. 0. 0. ]
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-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
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[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
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hidden inputs: [-0.1880058 -0.16448698 -0.21521092 0.27922808 0.26917358 0.52309665
0.50594589 -0.01770694 0.19185673 -0.39847481 0.0842169 -0.1181234
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-0.51399703 -0.07086777 -0.55353175 -0.1061053 -0.1530569 -0.63006172]
hidden Outputs: [ 0.45313651 0.45897072 0.44640397 0.56935697 0.56689001 0.62787158
0.62385562 0.49557338 0.5478176 0.40167884 0.52104179 0.47050344
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0.33367498 0.59130238 0.46647392 0.33088317 0.37476364 0.43709926
0.374257 0.48229047 0.3650454 0.47349853 0.4618103 0.34749654]
final inputs: [ 8.22346442 0.17926092 -3.53348331 -11.12582117 -1.47630102
-6.69014142 0.02942906 4.74893652 7.41012156 -8.2611995 ]
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7.49760096e-01 -2.95524130e-01]
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[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
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oet: [ -6.99660595 1.04759755 4.76034178 12.35267964 2.70315949
7.91699989 1.19742941 -3.52207805 -6.18326309 9.48805797]
[ 7.01283846 0.16302132 -3.03176226 -9.62530811 -1.28889021 -5.95521249
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X: [ 1. 0. -0.29595096 1.62116534 -0.82146002 1. 0.
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[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
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[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
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[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-1.13789719 -1.50319306 0.03317472 -0.23025492 -0.14807298 0.67936749
-0.15209127 -0.39966735 -0.19865073 -0.89067622 -1.05918781 -0.42198548
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0.14401286 -0.36362507 -0.38836215 -0.41110041 -0.65987154 -0.74461386]
hidden Outputs: [ 0.24270665 0.18194977 0.50829292 0.44268925 0.46304924 0.66359751
0.46205031 0.40139226 0.45049999 0.2909703 0.25746469 0.39604174
0.39204431 0.35259765 0.49715704 0.41650814 0.43893042 0.49724868
0.25833727 0.50083008 0.41810842 0.22396313 0.42339474 0.38224403
0.53594112 0.41008232 0.40411164 0.39864829 0.34076847 0.32199604]
final inputs: [ 7.01283846 0.16302132 -3.03176226 -9.62530811 -1.28889021 -5.95521249
-0.02886751 3.97912084 6.29348735 -7.23426025]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
-7.82054727e-02 -2.86870684e-02 -4.14453835e-02 3.89908994e-01
6.00616064e-01 -8.55013126e-01]
[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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7.01887060e-01 -5.92859915e-01]
[ 4.60471028e-01 -5.07719790e-03 -2.04016507e-01 -1.02970184e+00
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[ 6.56244682e-01 2.33195692e-01 -3.53649046e-01 -5.69291279e-01
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[ 3.88072155e-01 -5.06693231e-01 -3.03416691e-01 -9.05172544e-01
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[ 7.77387605e-01 2.03627206e-01 -3.40217760e-01 -5.18049705e-01
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1.46770694e-01 -1.59434148e-01 1.04604150e-01 4.40098910e-01
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[ 2.89133043e-01 -2.52941359e-02 -4.40246699e-01 -8.77998123e-01
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[ 8.82461723e-01 -5.25352174e-04 -2.03744955e-02 -1.04648578e+00
3.62006356e-01 -3.42346681e-01 4.32489216e-01 3.22355306e-01
5.87349451e-01 -4.70654167e-01]
[ 8.82666630e-01 -1.79852917e-01 -2.21367544e-01 -7.04917661e-01
1.18808193e-02 -4.06873319e-01 4.17963390e-02 3.58655035e-01
6.34035389e-01 -7.65562052e-01]
[ 6.79476506e-01 1.89264181e-01 -1.32578780e-01 -7.07470365e-01
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[ 4.39919644e-01 2.22872863e-01 -5.39449685e-02 -8.84900631e-01
-1.38771980e-01 -5.93955311e-01 -1.26606113e-01 3.97203118e-01
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[ 3.94665887e-01 -9.89947833e-02 -4.28546872e-01 -7.00671632e-01
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3.00359617e-01 -2.99296008e-01]
[ 8.18050135e-01 -1.85673197e-01 -2.49409387e-01 -8.42278763e-01
-1.59043747e-01 -3.59680309e-01 3.77549925e-01 4.82265503e-01
4.05177943e-01 -7.10420204e-01]
[ 6.50523664e-01 6.66543880e-02 -1.53769919e-01 -8.04240501e-01
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[ 6.28186128e-01 -1.18069903e-01 -5.08855960e-01 -7.97229377e-01
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[ 3.14700506e-01 -1.02140984e-01 1.42369860e-01 -6.55766204e-01
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[ 7.09750855e-01 -2.91345509e-02 -4.62551667e-01 -6.71859446e-01
2.08457865e-01 -5.41060392e-01 1.86067813e-01 3.41883898e-01
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[ 5.84009673e-01 -1.11086224e-01 -1.71757555e-01 -6.16643448e-01
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4.87039505e-01 -6.47048054e-01]
[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
-1.00528439e-01 -4.45237662e-01 -2.79219949e-01 1.92075546e-01
3.71330196e-01 -8.08733823e-01]
[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
3.32201919e-01 -6.63612771e-01]
[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
-2.45963490e-01 -5.18733569e-01 4.73953728e-01 9.36831619e-02
3.35803361e-01 -4.91208523e-01]
[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
5.43786183e-01 -7.86432585e-01]
[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-7.50605348 -0.65623633 2.53854725 9.13209309 0.79567519 5.46199748
-0.46434751 -4.47233586 -6.78670237 6.74104523]
[ 7.34769937 0.23440721 -3.04429201 -9.73190672 -1.19713344 -5.88931659
0.02511795 4.32160515 6.54551022 -7.2654186 ]
X: [ 1. 0. 0.53497563 1.31017145 0.03189788 0. 0.
0. 1. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
-0.15203696]
...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.42891635 -0.97935258 -0.85030143 -0.02565719 0.23254753 0.15701852
0.13774516 -0.35315318 -0.30866862 -0.69913221 -0.01476681 -1.24630303
-0.60608066 -0.54776175 -0.42444279 -0.44344843 0.09513348 0.15182661
-0.67493479 0.0190709 -0.29638271 -0.53524116 -0.47065263 0.00515667
-0.400904 -0.32879914 -0.72874021 -0.52958583 -0.41203635 -0.62450537]
hidden Outputs: [ 0.39438513 0.27302027 0.29936963 0.49358605 0.5578763 0.53917418
0.53438194 0.41261799 0.42343975 0.33200466 0.49630837 0.22334076
0.35295377 0.36638385 0.39545412 0.39091959 0.52376545 0.53788391
0.33739274 0.50476758 0.426442 0.3692953 0.38446179 0.50128916
0.40109516 0.41853284 0.32547124 0.37061349 0.39842394 0.34875747]
final inputs: [ 7.34769937 0.23440721 -3.04429201 -9.73190672 -1.19713344 -5.88931659
0.02511795 4.32160515 6.54551022 -7.2654186 ]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
-7.82054727e-02 -2.86870684e-02 -4.14453835e-02 3.89908994e-01
6.00616064e-01 -8.55013126e-01]
[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
-1.10822032e-01 -5.41854160e-01 -1.41767201e-01 2.40974268e-01
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[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 6.97250700e-01 -2.01609068e-03 -1.80750343e-01 -8.76672270e-01
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[ 4.73754097e-01 3.39777727e-01 -1.26692675e-01 -8.79754756e-01
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[ 8.82461723e-01 -5.25352174e-04 -2.03744955e-02 -1.04648578e+00
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[ 8.82666630e-01 -1.79852917e-01 -2.21367544e-01 -7.04917661e-01
1.18808193e-02 -4.06873319e-01 4.17963390e-02 3.58655035e-01
6.34035389e-01 -7.65562052e-01]
[ 6.79476506e-01 1.89264181e-01 -1.32578780e-01 -7.07470365e-01
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[ 4.39919644e-01 2.22872863e-01 -5.39449685e-02 -8.84900631e-01
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[ 3.94665887e-01 -9.89947833e-02 -4.28546872e-01 -7.00671632e-01
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[ 6.28186128e-01 -1.18069903e-01 -5.08855960e-01 -7.97229377e-01
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[ 5.84009673e-01 -1.11086224e-01 -1.71757555e-01 -6.16643448e-01
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4.87039505e-01 -6.47048054e-01]
[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
-1.00528439e-01 -4.45237662e-01 -2.79219949e-01 1.92075546e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
3.32201919e-01 -6.63612771e-01]
[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
-2.45963490e-01 -5.18733569e-01 4.73953728e-01 9.36831619e-02
3.35803361e-01 -4.91208523e-01]
[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
5.43786183e-01 -7.86432585e-01]
[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-7.81886216 -0.70557001 2.57312921 9.26074392 0.72597065 5.4181538
-0.49628075 -4.79276794 -7.01667301 6.79425581]
[ 7.7267783 0.33809082 -2.99800517 -9.95474451 -1.10198913 -5.87501321
0.20010389 4.39269881 6.63636486 -7.34467301]
X: [ 0. 0. 1.26203639 0.58451904 0.27629827 0. 1.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
-0.15203696]
...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.22662522 -0.67072735 -0.20759819 -0.22838612 -0.27020823 0.34474367
-0.44186338 -0.64113493 -0.85383461 -0.30576591 -0.32441617 -0.92452026
-0.14465197 0.06611831 -0.50364668 -0.30149075 -0.52005413 0.08339843
-0.10721313 -0.22280988 -0.91147357 -0.11097825 -0.11073683 -0.50047709
-0.52320633 -0.09190162 0.1043905 -0.58645699 -0.58850501 -0.51169101]
hidden Outputs: [ 0.44358494 0.33833399 0.44828604 0.44315036 0.43285597 0.58534235
0.39129705 0.34499003 0.29862908 0.42414857 0.41959987 0.28403776
0.46389993 0.51652356 0.37668407 0.4251931 0.37283958 0.52083753
0.47322236 0.44452683 0.28669839 0.47228388 0.47234405 0.37742856
0.37210279 0.47704075 0.52607395 0.3574482 0.35697795 0.3747972 ]
final inputs: [ 7.7267783 0.33809082 -2.99800517 -9.95474451 -1.10198913 -5.87501321
0.20010389 4.39269881 6.63636486 -7.34467301]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
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[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
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[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
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[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
5.43786183e-01 -7.86432585e-01]
[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [ -7.63009632 -0.24140884 3.09468715 10.05142649 1.19867111
5.97169519 -0.10342191 -4.29601683 -6.53968288 7.44135499]
[ 6.07716563 0.19089339 -2.42142152 -7.94147305 -1.03879997 -4.77586015
-0.0100879 3.43000018 5.35466448 -5.95608969]
X: [ 1. 0. -0.5036826 -1.02228274 0.76428167 1. 0.
0. 0. 1. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-1.23734841 -0.88372984 -0.69138235 -0.42818438 -0.59244538 -0.95374918
-0.63696738 -1.24722254 -0.84392008 -0.65441399 -1.32339137 -0.26807477
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-0.83329529 0.03629695 -0.68998925 -0.57026011 -0.84028054 -0.29659637]
hidden Outputs: [ 0.22489787 0.29240546 0.33372563 0.39455997 0.35607397 0.27813146
0.34593239 0.2231813 0.30070981 0.34199555 0.21025461 0.4333798
0.3990874 0.49891969 0.43486763 0.30138613 0.24626379 0.42010545
0.22371053 0.34448639 0.19177532 0.31268276 0.20454905 0.37865608
0.30294875 0.50907324 0.33403546 0.36117681 0.3014757 0.42638974]
final inputs: [ 6.07716563 0.19089339 -2.42142152 -7.94147305 -1.03879997 -4.77586015
-0.0100879 3.43000018 5.35466448 -5.95608969]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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6.00616064e-01 -8.55013126e-01]
[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
-1.10822032e-01 -5.41854160e-01 -1.41767201e-01 2.40974268e-01
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[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 6.97250700e-01 -2.01609068e-03 -1.80750343e-01 -8.76672270e-01
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[ 6.56244682e-01 2.33195692e-01 -3.53649046e-01 -5.69291279e-01
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[ 3.88072155e-01 -5.06693231e-01 -3.03416691e-01 -9.05172544e-01
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[ 7.77387605e-01 2.03627206e-01 -3.40217760e-01 -5.18049705e-01
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[ 8.82461723e-01 -5.25352174e-04 -2.03744955e-02 -1.04648578e+00
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[ 8.82666630e-01 -1.79852917e-01 -2.21367544e-01 -7.04917661e-01
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[ 4.39919644e-01 2.22872863e-01 -5.39449685e-02 -8.84900631e-01
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[ 3.94665887e-01 -9.89947833e-02 -4.28546872e-01 -7.00671632e-01
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[ 8.18050135e-01 -1.85673197e-01 -2.49409387e-01 -8.42278763e-01
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[ 6.28186128e-01 -1.18069903e-01 -5.08855960e-01 -7.97229377e-01
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[ 3.14700506e-01 -1.02140984e-01 1.42369860e-01 -6.55766204e-01
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[ 7.09750855e-01 -2.91345509e-02 -4.62551667e-01 -6.71859446e-01
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[ 5.84009673e-01 -1.11086224e-01 -1.71757555e-01 -6.16643448e-01
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4.87039505e-01 -6.47048054e-01]
[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
-1.00528439e-01 -4.45237662e-01 -2.79219949e-01 1.92075546e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
3.32201919e-01 -6.63612771e-01]
[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
-2.45963490e-01 -5.18733569e-01 4.73953728e-01 9.36831619e-02
3.35803361e-01 -4.91208523e-01]
[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
5.43786183e-01 -7.86432585e-01]
[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-6.11831005 -0.23203781 2.3802771 7.90032863 0.99765555 4.73471573
-0.03105652 -3.4711446 -5.3958089 5.91494527]
[ 5.97433141 0.32548328 -2.12620076 -7.54400952 -0.77146008 -4.46867423
0.16577429 3.3462695 5.15171515 -5.55162177]
X: [ 1. 0. 0.74270727 -0.29663033 -0.21168512 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
-0.15203696]
...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.8553215 -0.91318568 -1.31041502 -0.62606866 -0.38806117 -0.89713208
-1.12316596 -1.50272498 -1.07989131 -0.713251 -0.86980474 -1.16853464
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-0.46834713 -1.11447305 -1.24033246 -0.27056499 -0.64230849 -0.82026001
-1.20184965 -0.38680654 -0.18546009 -0.93096458 -0.70386008 -0.79757551]
hidden Outputs: [ 0.29831774 0.28634839 0.2124174 0.34840249 0.40418412 0.28964021
0.2454245 0.18201945 0.25352659 0.32888089 0.29529493 0.23711996
0.44848002 0.31825878 0.48147255 0.38778362 0.16493737 0.34055248
0.38500753 0.24703791 0.22437812 0.4327684 0.34472489 0.30570847
0.23114634 0.4044863 0.45376742 0.28272906 0.33095695 0.31054438]
final inputs: [ 5.97433141 0.32548328 -2.12620076 -7.54400952 -0.77146008 -4.46867423
0.16577429 3.3462695 5.15171515 -5.55162177]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
-7.82054727e-02 -2.86870684e-02 -4.14453835e-02 3.89908994e-01
6.00616064e-01 -8.55013126e-01]
[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
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[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
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oet: [-5.82803193 -0.1791838 2.27250024 7.69030901 0.91775956 4.61497372
-0.01947481 -3.19997001 -5.00541567 5.69792125]
[ 6.62737082 0.07490238 -2.78928681 -9.05495722 -1.32619202 -5.49489357
-0.18556224 3.77000545 6.09293032 -6.83934255]
X: [ 0. 0. -1.33460919 -0.76312116 -0.69966852 1. 0.
0. 0. 1. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.75037631 -0.43955239 -0.32589606 -0.60079006 -0.02325361 -0.47082475
-0.86466215 -0.85343997 0.29292646 -0.64568494 -0.98575695 0.23119462
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-0.17359232 -0.04491977 -0.74382442 -0.20948671 -0.80462819 -0.24094397]
hidden Outputs: [ 0.32073931 0.39184763 0.41923951 0.35416296 0.49418686 0.38442106
0.29636621 0.29871174 0.57271243 0.34396258 0.27175097 0.55754257
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0.23926586 0.45177028 0.29993295 0.26636016 0.24106046 0.43370555
0.45671057 0.48877195 0.32216841 0.44781901 0.30903638 0.44005374]
final inputs: [ 6.62737082 0.07490238 -2.78928681 -9.05495722 -1.32619202 -5.49489357
-0.18556224 3.77000545 6.09293032 -6.83934255]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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[ 5.84009673e-01 -1.11086224e-01 -1.71757555e-01 -6.16643448e-01
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[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
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[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
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[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
5.43786183e-01 -7.86432585e-01]
[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
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8.30175338e-01 -7.07523028e-01]]
oet: [-7.05442917 -0.50196073 2.36222847 8.62789888 0.89913368 5.06783523
-0.24149611 -4.1970638 -6.51998867 6.41228421]
[ 8.05728442 0.1687697 -3.51557552 -10.8867065 -1.49818363
-6.55871455 -0.06326197 4.70363488 7.33797299 -8.12618504]
X: [ 0. 0. 0.11951233 1.62116534 -1.55384381 0. 0.
0. 1. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
1. 0. 0. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [ 0.37948785 -0.555127 -0.16253613 0.21371733 0.54198241 0.27444862
0.33812729 -0.01077854 0.47088223 -0.62727295 0.0388621 -0.49785065
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-0.72847228 0.15940313 -0.90032575 -0.13774827 0.06816714 -0.82523911]
hidden Outputs: [ 0.59374957 0.36467573 0.45945519 0.55322689 0.63227346 0.56818471
0.58373555 0.49730539 0.61559255 0.34812915 0.5097143 0.37804591
0.32418683 0.38495781 0.48745587 0.42405037 0.49358881 0.51238831
0.461321 0.57791554 0.39156499 0.25747412 0.42266544 0.44349734
0.32553006 0.53976661 0.28898356 0.46561728 0.51703519 0.30465268]
final inputs: [ 8.05728442 0.1687697 -3.51557552 -10.8867065 -1.49818363
-6.55871455 -0.06326197 4.70363488 7.33797299 -8.12618504]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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6.00616064e-01 -8.55013126e-01]
[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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5.31585839e-01 -7.36441861e-01]
[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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4.36556818e-01 -7.11901436e-01]
[ 6.97250700e-01 -2.01609068e-03 -1.80750343e-01 -8.76672270e-01
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[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
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-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
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oet: [ -8.26382052 -0.3753058 3.30903942 10.6801704 1.29164752
6.35217845 -0.14327414 -4.91017098 -7.54450909 7.91964894]
[ 5.99013248 0.23599947 -2.3701851 -7.93999922 -0.98297582 -4.72743335
0.04887452 3.35346419 5.28321911 -5.854471 ]
X: [ 1. 0. 0.74270727 0.7918483 -0.69966852 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.83007732 -1.23339071 -0.72773216 -0.63348857 -0.75531731 -0.27174601
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-0.90822303 0.05276157 -0.35162206 -0.66106354 -0.94708145 -0.75061527]
hidden Outputs: [ 0.30362872 0.22558852 0.32569259 0.34671994 0.31966379 0.4324785
0.29997871 0.23904469 0.35617665 0.29197472 0.30875124 0.3343662
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0.32764114 0.33913273 0.21010781 0.28782939 0.33454237 0.30778026
0.2873636 0.51318733 0.41298913 0.34050074 0.27947214 0.32068725]
final inputs: [ 5.99013248 0.23599947 -2.3701851 -7.93999922 -0.98297582 -4.72743335
0.04887452 3.35346419 5.28321911 -5.854471 ]
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7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 5.84009673e-01 -1.11086224e-01 -1.71757555e-01 -6.16643448e-01
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[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
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3.32201919e-01 -6.63612771e-01]
[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
-2.45963490e-01 -5.18733569e-01 4.73953728e-01 9.36831619e-02
3.35803361e-01 -4.91208523e-01]
[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
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8.30175338e-01 -7.07523028e-01]]
oet: [-7.00157476 -1.24744175 1.35874281 6.92855693 -0.02846646 3.71599106
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[ 6.85947095 0.29015425 -2.80307798 -9.07149782 -1.07498773 -5.47283776
0.0363063 3.99811904 6.11217867 -6.80562362]
X: [ 1. 0. 0.53497563 0.7918483 -0.21168512 0. 1.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
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[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.56838418 -1.22258236 -0.488023 -0.57725224 -0.26101441 0.12541478
-0.13719246 -0.77476066 -0.79251722 -1.00728603 -0.63874343 -1.08024682
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-0.511827 -0.04904201 -0.6696094 -0.58356399 -0.56520459 -0.43595096
-0.30896614 -0.11262414 -0.61599775 -0.69148232 -0.3632567 -0.57352729]
hidden Outputs: [ 0.36160975 0.22748232 0.38035941 0.3595651 0.43511436 0.53131266
0.46575558 0.31545018 0.31162843 0.26751131 0.34553064 0.25345931
0.34484001 0.44593848 0.47764872 0.39380492 0.32084064 0.49433506
0.37476533 0.48774195 0.33858431 0.35811293 0.36234408 0.3927062
0.42336711 0.47187369 0.35069225 0.3337034 0.41017144 0.36042332]
final inputs: [ 6.85947095 0.29015425 -2.80307798 -9.07149782 -1.07498773 -5.47283776
0.0363063 3.99811904 6.11217867 -6.80562362]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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6.00616064e-01 -8.55013126e-01]
[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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5.31585839e-01 -7.36441861e-01]
[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 6.97250700e-01 -2.01609068e-03 -1.80750343e-01 -8.76672270e-01
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[ 6.56244682e-01 2.33195692e-01 -3.53649046e-01 -5.69291279e-01
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3.62006356e-01 -3.42346681e-01 4.32489216e-01 3.22355306e-01
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1.18808193e-02 -4.06873319e-01 4.17963390e-02 3.58655035e-01
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[ 7.09750855e-01 -2.91345509e-02 -4.62551667e-01 -6.71859446e-01
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[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
3.32201919e-01 -6.63612771e-01]
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[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
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7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
5.43786183e-01 -7.86432585e-01]
[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [ -4.19370486 2.37561185 5.46884408 11.73726392 3.74075383
8.13860386 2.6294598 -1.33235294 -3.44641257 9.47138972]
[ 5.84436055 0.31970363 -2.22859499 -7.57884836 -0.81234171 -4.50659041
0.13817815 3.25877661 5.05080328 -5.69956396]
X: [ 1. 0. 1.15817056 0.37718977 0.51988127 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 0. 1. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
-0.15203696]
...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.79484584 -1.37118819 -0.44853001 -0.48937947 -0.75916368 -0.10408173
-0.90220856 -1.34198282 -1.66792185 -1.045146 -0.6572553 -1.39104667
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-0.17912802 -0.81474703 0.0928005 -1.05078169 -1.11362575 -0.73842264]
hidden Outputs: [ 0.31112912 0.20242794 0.38971033 0.38003976 0.31882787 0.47400303
0.28859685 0.20718417 0.15870145 0.26015829 0.34135644 0.19924071
0.35790769 0.4141037 0.40672002 0.30335021 0.21249731 0.36606057
0.22719035 0.22988646 0.19126921 0.31211743 0.45638275 0.33987798
0.45533736 0.30687986 0.52318349 0.25907502 0.24719555 0.32334917]
final inputs: [ 5.84436055 0.31970363 -2.22859499 -7.57884836 -0.81234171 -4.50659041
0.13817815 3.25877661 5.05080328 -5.69956396]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
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[ 3.88072155e-01 -5.06693231e-01 -3.03416691e-01 -9.05172544e-01
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[ 8.82666630e-01 -1.79852917e-01 -2.21367544e-01 -7.04917661e-01
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[ 8.18050135e-01 -1.85673197e-01 -2.49409387e-01 -8.42278763e-01
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[ 5.84009673e-01 -1.11086224e-01 -1.71757555e-01 -6.16643448e-01
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[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
-1.00528439e-01 -4.45237662e-01 -2.79219949e-01 1.92075546e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
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[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
-2.45963490e-01 -5.18733569e-01 4.73953728e-01 9.36831619e-02
3.35803361e-01 -4.91208523e-01]
[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
5.43786183e-01 -7.86432585e-01]
[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-5.91307025 -0.38841333 2.15988529 7.51013866 0.74363201 4.43788071
-0.20688785 -3.32748631 -5.11951298 5.63085426]
[ 6.48415808 0.37425031 -2.46036204 -7.91508531 -0.63449634 -4.82324008
0.17807119 3.58542629 5.33652022 -6.01184199]
X: [ 1. 0. -0.39981678 -1.43694126 5.03434071 1. 0.
0. 0. 1. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 1. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
-0.15203696]
...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-2.23879389 -0.95964959 -1.87642511 0.27142027 -0.82203362 -0.79876265
-0.82298333 -0.81368895 -2.25307682 -0.43019456 -0.88949699 -0.96958516
-0.13325059 0.39848434 -1.07678368 -1.27728907 -0.98212854 0.12177513
-1.74254876 -0.99224923 -1.1452296 0.35889222 -0.25302953 -0.46202932
-0.7433102 -0.76009005 -0.17765982 -1.34893895 0.02898118 0.26831797]
hidden Outputs: [ 0.09632047 0.27694836 0.13280003 0.56744155 0.30533215 0.31029026
0.30513075 0.30710496 0.09508439 0.39407987 0.29121364 0.2749632
0.46673656 0.59832345 0.25411516 0.21801204 0.27246964 0.53040622
0.14898948 0.27046804 0.24136149 0.58877225 0.43707797 0.38650452
0.32228072 0.31862672 0.4557015 0.20604389 0.50724479 0.56667992]
final inputs: [ 6.48415808 0.37425031 -2.46036204 -7.91508531 -0.63449634 -4.82324008
0.17807119 3.58542629 5.33652022 -6.01184199]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
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6.00616064e-01 -8.55013126e-01]
[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
-1.10822032e-01 -5.41854160e-01 -1.41767201e-01 2.40974268e-01
5.31585839e-01 -7.36441861e-01]
[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
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[ 6.97250700e-01 -2.01609068e-03 -1.80750343e-01 -8.76672270e-01
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[ 4.60471028e-01 -5.07719790e-03 -2.04016507e-01 -1.02970184e+00
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[ 3.74576861e-01 1.52300839e-01 -4.28590247e-01 -6.52203601e-01
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[ 6.56244682e-01 2.33195692e-01 -3.53649046e-01 -5.69291279e-01
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[ 3.88072155e-01 -5.06693231e-01 -3.03416691e-01 -9.05172544e-01
-2.88209114e-01 -6.38990993e-01 -1.70355861e-01 4.23972501e-02
4.49315907e-01 -8.52631609e-01]
[ 7.77387605e-01 2.03627206e-01 -3.40217760e-01 -5.18049705e-01
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4.84505703e-01 -4.45524104e-01]
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1.46770694e-01 -1.59434148e-01 1.04604150e-01 4.40098910e-01
6.79970346e-01 -4.42673230e-01]
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3.62006356e-01 -3.42346681e-01 4.32489216e-01 3.22355306e-01
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[ 8.82666630e-01 -1.79852917e-01 -2.21367544e-01 -7.04917661e-01
1.18808193e-02 -4.06873319e-01 4.17963390e-02 3.58655035e-01
6.34035389e-01 -7.65562052e-01]
[ 6.79476506e-01 1.89264181e-01 -1.32578780e-01 -7.07470365e-01
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[ 4.39919644e-01 2.22872863e-01 -5.39449685e-02 -8.84900631e-01
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[ 3.94665887e-01 -9.89947833e-02 -4.28546872e-01 -7.00671632e-01
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[ 6.50523664e-01 6.66543880e-02 -1.53769919e-01 -8.04240501e-01
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[ 3.14700506e-01 -1.02140984e-01 1.42369860e-01 -6.55766204e-01
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[ 7.09750855e-01 -2.91345509e-02 -4.62551667e-01 -6.71859446e-01
2.08457865e-01 -5.41060392e-01 1.86067813e-01 3.41883898e-01
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[ 5.84009673e-01 -1.11086224e-01 -1.71757555e-01 -6.16643448e-01
-2.23152175e-01 -7.59831016e-01 -2.82524410e-01 7.89019090e-01
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[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
3.32201919e-01 -6.63612771e-01]
[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
-2.45963490e-01 -5.18733569e-01 4.73953728e-01 9.36831619e-02
3.35803361e-01 -4.91208523e-01]
[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
5.43786183e-01 -7.86432585e-01]
[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-6.69069419 -0.58078641 2.25382594 7.70854921 0.42796024 4.61670397
-0.38460729 -3.79196239 -5.54305632 5.80530589]
[ 6.68316077 0.3708937 -2.38691456 -8.37063975 -0.75430883 -4.85259288
0.25921734 3.78942533 5.67410848 -6.22664233]
X: [ 0. 0. 1.26203639 -1.17777969 2.22823185 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
-0.15203696]
...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [ -1.42325258e+00 -5.72175958e-01 -1.31618710e+00 1.41139512e-01
-4.58593581e-01 -6.41051326e-01 -1.17178339e+00 -1.22973209e+00
-1.47507279e+00 -4.33561721e-01 1.04550279e-03 -9.66560211e-01
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-1.51920093e+00 -1.19274728e-01 -1.95745489e-01 -8.12587915e-01
-1.39535506e+00 -1.30479976e-01 -4.25916735e-01 -6.19134763e-01
-1.12288707e+00 -5.15120772e-01 4.63823032e-02 -7.60243358e-01
-7.29035367e-01 1.68584803e-01]
hidden Outputs: [ 0.19415219 0.36073489 0.21145336 0.53522642 0.38731952 0.34500892
0.23653278 0.22622832 0.1861728 0.39327615 0.50026138 0.27556666
0.44555136 0.48935326 0.33621955 0.26842626 0.17957922 0.47021662
0.45121929 0.3073393 0.19855423 0.46742621 0.3951018 0.34997826
0.24547615 0.37399387 0.5115935 0.31859343 0.32540645 0.54204666]
final inputs: [ 6.68316077 0.3708937 -2.38691456 -8.37063975 -0.75430883 -4.85259288
0.25921734 3.78942533 5.67410848 -6.22664233]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
-7.82054727e-02 -2.86870684e-02 -4.14453835e-02 3.89908994e-01
6.00616064e-01 -8.55013126e-01]
[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
-1.10822032e-01 -5.41854160e-01 -1.41767201e-01 2.40974268e-01
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[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
-2.11460206e-03 -4.79086337e-01 -1.68594936e-01 2.35341920e-01
4.36556818e-01 -7.11901436e-01]
[ 6.97250700e-01 -2.01609068e-03 -1.80750343e-01 -8.76672270e-01
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[ 4.60471028e-01 -5.07719790e-03 -2.04016507e-01 -1.02970184e+00
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[ 3.74576861e-01 1.52300839e-01 -4.28590247e-01 -6.52203601e-01
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[ 6.56244682e-01 2.33195692e-01 -3.53649046e-01 -5.69291279e-01
-1.36612093e-01 -6.13230350e-01 1.41762662e-01 1.28604683e-01
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[ 3.88072155e-01 -5.06693231e-01 -3.03416691e-01 -9.05172544e-01
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[ 7.77387605e-01 2.03627206e-01 -3.40217760e-01 -5.18049705e-01
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4.84505703e-01 -4.45524104e-01]
[ 4.73754097e-01 3.39777727e-01 -1.26692675e-01 -8.79754756e-01
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[ 2.89133043e-01 -2.52941359e-02 -4.40246699e-01 -8.77998123e-01
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[ 8.82461723e-01 -5.25352174e-04 -2.03744955e-02 -1.04648578e+00
3.62006356e-01 -3.42346681e-01 4.32489216e-01 3.22355306e-01
5.87349451e-01 -4.70654167e-01]
[ 8.82666630e-01 -1.79852917e-01 -2.21367544e-01 -7.04917661e-01
1.18808193e-02 -4.06873319e-01 4.17963390e-02 3.58655035e-01
6.34035389e-01 -7.65562052e-01]
[ 6.79476506e-01 1.89264181e-01 -1.32578780e-01 -7.07470365e-01
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9.26843869e-01 -7.98387940e-01]
[ 4.39919644e-01 2.22872863e-01 -5.39449685e-02 -8.84900631e-01
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[ 3.94665887e-01 -9.89947833e-02 -4.28546872e-01 -7.00671632e-01
-2.80683330e-01 -4.24343320e-01 -1.19745941e-01 2.70958923e-01
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[ 8.18050135e-01 -1.85673197e-01 -2.49409387e-01 -8.42278763e-01
-1.59043747e-01 -3.59680309e-01 3.77549925e-01 4.82265503e-01
4.05177943e-01 -7.10420204e-01]
[ 6.50523664e-01 6.66543880e-02 -1.53769919e-01 -8.04240501e-01
-8.23124142e-03 -4.12761452e-01 1.09548627e-01 6.63607876e-01
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[ 6.28186128e-01 -1.18069903e-01 -5.08855960e-01 -7.97229377e-01
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[ 3.14700506e-01 -1.02140984e-01 1.42369860e-01 -6.55766204e-01
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[ 1.01620139e+00 2.64145640e-01 -1.41017825e-01 -4.61034519e-01
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[ 7.09750855e-01 -2.91345509e-02 -4.62551667e-01 -6.71859446e-01
2.08457865e-01 -5.41060392e-01 1.86067813e-01 3.41883898e-01
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[ 5.84009673e-01 -1.11086224e-01 -1.71757555e-01 -6.16643448e-01
-2.23152175e-01 -7.59831016e-01 -2.82524410e-01 7.89019090e-01
4.87039505e-01 -6.47048054e-01]
[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
-1.00528439e-01 -4.45237662e-01 -2.79219949e-01 1.92075546e-01
3.71330196e-01 -8.08733823e-01]
[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
3.32201919e-01 -6.63612771e-01]
[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
-2.45963490e-01 -5.18733569e-01 4.73953728e-01 9.36831619e-02
3.35803361e-01 -4.91208523e-01]
[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
5.43786183e-01 -7.86432585e-01]
[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
8.30175338e-01 -7.07523028e-01]]
oet: [-6.9117491 -0.59948202 2.15832624 8.14205143 0.52572051 4.62400455
-0.48780567 -4.01801365 -5.9026968 5.99805401]
[ 8.70421269 0.45842031 -3.39899401 -11.14269242 -1.24807664
-6.72785097 0.24584903 4.97992486 7.5077921 -8.28951722]
X: [ 0. 0. 0.32724398 0.53268672 1.86203995 0. 0.
0. 1. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
-0.15203696]
...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
-0.10925066]
[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
0.12883738]]
hidden inputs: [-0.56109778 -0.15427105 -0.40525884 0.18014819 0.05305726 -0.18162884
0.0236604 0.15718146 -1.0671004 0.12890565 0.25217257 -0.56138074
0.04864881 0.04761327 -0.37156831 -0.57859972 -0.057301 0.54793977
-0.26099345 -0.20054617 0.26720904 0.16126525 0.02764914 0.21366377
-0.23869786 -0.16974607 0.30085066 -0.48787111 0.12009678 -0.27871161]
hidden Outputs: [ 0.36329349 0.46150855 0.4000495 0.54491564 0.5132612 0.45471721
0.50591482 0.53921466 0.2559549 0.53218186 0.56271117 0.36322804
0.5121598 0.51190107 0.40816212 0.35925486 0.48567867 0.63365747
0.43511951 0.45003082 0.5664076 0.54022916 0.50691184 0.55321365
0.44060727 0.45766509 0.57465045 0.38039521 0.52998816 0.43076967]
final inputs: [ 8.70421269 0.45842031 -3.39899401 -11.14269242 -1.24807664
-6.72785097 0.24584903 4.97992486 7.5077921 -8.28951722]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
-3.65933226e-01 -1.50048527e-01 1.19281493e-01 2.84410063e-01
7.49760096e-01 -2.95524130e-01]
[ 3.79863669e-01 5.75096043e-03 1.43332874e-02 -6.79408027e-01
-7.82054727e-02 -2.86870684e-02 -4.14453835e-02 3.89908994e-01
6.00616064e-01 -8.55013126e-01]
[ 3.68527959e-01 1.01035577e-01 -3.62936636e-01 -8.31168202e-01
-1.10822032e-01 -5.41854160e-01 -1.41767201e-01 2.40974268e-01
5.31585839e-01 -7.36441861e-01]
[ 7.35378024e-01 -1.14010952e-01 -3.77031013e-01 -8.90267822e-01
-2.11460206e-03 -4.79086337e-01 -1.68594936e-01 2.35341920e-01
4.36556818e-01 -7.11901436e-01]
[ 6.97250700e-01 -2.01609068e-03 -1.80750343e-01 -8.76672270e-01
-3.92977556e-02 -4.82997896e-01 1.64491999e-02 5.21498690e-01
7.01887060e-01 -5.92859915e-01]
[ 4.60471028e-01 -5.07719790e-03 -2.04016507e-01 -1.02970184e+00
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5.42042690e-01 -8.87503378e-01]
[ 3.74576861e-01 1.52300839e-01 -4.28590247e-01 -6.52203601e-01
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5.31615280e-01 -4.42774190e-01]
[ 6.56244682e-01 2.33195692e-01 -3.53649046e-01 -5.69291279e-01
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3.08092248e-01 -3.67292315e-01]
[ 3.88072155e-01 -5.06693231e-01 -3.03416691e-01 -9.05172544e-01
-2.88209114e-01 -6.38990993e-01 -1.70355861e-01 4.23972501e-02
4.49315907e-01 -8.52631609e-01]
[ 7.77387605e-01 2.03627206e-01 -3.40217760e-01 -5.18049705e-01
-4.45167060e-01 -3.58347211e-01 -1.49632154e-01 4.95339598e-01
4.84505703e-01 -4.45524104e-01]
[ 4.73754097e-01 3.39777727e-01 -1.26692675e-01 -8.79754756e-01
1.46770694e-01 -1.59434148e-01 1.04604150e-01 4.40098910e-01
6.79970346e-01 -4.42673230e-01]
[ 2.89133043e-01 -2.52941359e-02 -4.40246699e-01 -8.77998123e-01
-4.02508500e-01 -8.43511853e-01 -1.65948141e-01 1.94267984e-01
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[ 8.82461723e-01 -5.25352174e-04 -2.03744955e-02 -1.04648578e+00
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[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
-1.02496146e-01 -2.68671087e-01 1.19040860e-01 3.86191269e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
-1.54531271e-01 -3.78261760e-01 6.63909769e-02 4.16169954e-01
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oet: [ -9.55026329 -1.30447091 2.5529434 10.29664182 0.40202604
5.88180037 -1.09189963 -5.82597546 -8.35384271 7.44346662]
[ 8.30619126 0.25216225 -3.579444 -10.85232231 -1.38651009
-6.70014318 0.0228243 4.72669033 7.28893405 -8.33171704]
X: [ 0. 0. -0.39981678 1.31017145 1.37405656 1. 0.
0. 0. 0. 1. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0. ]
[[-0.28131407 -0.09446508 0.20714299 ..., -0.12694153 -0.31151867
-0.25130695]
[-0.44710707 0.17338181 -0.13462126 ..., -0.20780542 0.03779899
-0.25406416]
[-0.23178261 -0.17795109 -0.10978395 ..., 0.058758 -0.17793595
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...,
[-0.26796891 0.04215039 -0.16295985 ..., 0.07447684 -0.2425127 -0.010083 ]
[-0.21422148 -0.03539883 -0.23700382 ..., -0.16175044 0.15484956
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[-0.08598754 0.07103371 -0.07321869 ..., -0.15517769 -0.1395551
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hidden inputs: [-0.71162373 -0.63266205 0.01652145 0.11851923 -0.26378367 0.58400493
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-0.20502176 -0.49160374 -0.24731183 -0.08262656 0.25324167 0.17480148]
hidden Outputs: [ 0.32924015 0.34690717 0.50413027 0.52959517 0.43443383 0.64198842
0.50924413 0.51723274 0.3666129 0.46215754 0.37301285 0.40645088
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final inputs: [ 8.30619126 0.25216225 -3.579444 -10.85232231 -1.38651009
-6.70014318 0.0228243 4.72669033 7.28893405 -8.33171704]
[[ 6.43207368e-01 -5.38773287e-02 -1.89589795e-01 -6.67811348e-01
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[ 5.84009673e-01 -1.11086224e-01 -1.71757555e-01 -6.16643448e-01
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[ 3.34993793e-01 1.65665412e-01 -3.33156720e-01 -9.03028121e-01
-1.00528439e-01 -4.45237662e-01 -2.79219949e-01 1.92075546e-01
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[ 7.54733287e-01 7.14870936e-02 -3.27178278e-01 -1.21031155e+00
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[ 9.26858717e-01 2.65166375e-02 -1.72575534e-02 -9.68005950e-01
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3.35803361e-01 -4.91208523e-01]
[ 7.43607318e-01 -1.59404734e-01 -2.12507370e-01 -7.31565453e-01
-1.72168758e-01 -5.87410918e-01 -1.57950347e-02 4.54923078e-02
7.16399088e-01 -8.99236374e-01]
[ 4.35903006e-01 1.92234760e-01 -5.70338975e-01 -6.95711938e-01
5.76994718e-02 -6.00614869e-01 -2.64904770e-01 2.96385721e-01
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[ 4.34608713e-01 2.11197102e-01 -6.77441153e-02 -8.10068274e-01
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8.30175338e-01 -7.07523028e-01]]
oet: [-9.33417272 -1.2801437 2.55146255 9.82434086 0.35852863 5.67216172
-1.05080575 -5.75467178 -8.3169155 7.30373558]
Progress: 0.7% ... Training loss: 2.256 ... Validation loss: 1.640[-0.12325704 -0.00693068 0.03932971 0.14793935 0.00808982 0.08398446
-0.0053808 -0.07175504 -0.10428612 0.11563332]
X: [ 1. 0. -1.12687754 -0.91861811 0.88607317 1. 0.
0. 0. 1. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0. ]
[[-1.20207095 -0.16241308 -0.17614083 ..., -0.39980336 -0.58034586
-0.64232129]
[-1.31052856 0.07914779 -0.22916726 ..., -0.46066522 -0.27411457
-0.6510622 ]
[-1.38832011 -0.27354734 -0.33070974 ..., -0.277443 -0.51454206
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...,
[-1.65574253 -0.07864544 -0.41947732 ..., -0.32030527 -0.64580808
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[-1.42244143 -0.14118155 -0.44002988 ..., -0.47929949 -0.2435084
-0.64124969]
[-1.39134547 -0.04194976 -0.34196517 ..., -0.50936016 -0.52964569
-0.46401455]]
hidden inputs: [-4.63246263 -5.27908393 -5.49107609 -6.17857703 -6.39046108 -6.7424801
-4.87399288 -4.61209122 -5.03668863 -5.57950672 -5.55844293 -4.83591989
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-4.93991357 -6.08379415 -6.34689307 -6.24061904 -5.70394366 -5.61221044]
hidden Outputs: [ 0.00963699 0.00507125 0.00410647 0.00206909 0.00167467 0.00117833
0.00758482 0.00983337 0.00645331 0.00376023 0.00383997 0.00787684
0.00138595 0.00298185 0.00142249 0.00371584 0.01239493 0.002028
0.00315351 0.00272408 0.0112167 0.00498753 0.00268555 0.00300537
0.00710438 0.00227433 0.00174912 0.00194486 0.00332173 0.00363969]
final inputs: [-0.12325704 -0.00693068 0.03932971 0.14793935 0.00808982 0.08398446
-0.0053808 -0.07175504 -0.10428612 0.11563332]
[[-0.68074052 -0.10800255 0.32503291 1.05447272 -0.16393099 0.88287037
0.10205196 -0.47317302 -0.42751254 0.99575621]
[-0.93267979 -0.05414793 0.51519188 1.01074417 0.1116771 0.98220568
-0.06574776 -0.36477255 -0.56724518 0.41106069]
[-1.13224281 0.02348895 0.20009629 1.08388982 0.09919346 0.60268695
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[-0.95471376 -0.19491609 0.26401575 1.27710651 0.23748005 0.81682703
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[-0.99581847 -0.07771318 0.47026987 1.31082962 0.21013367 0.82763365
-0.01169046 -0.45205165 -0.80565968 1.04571209]
[-1.3557848 -0.10066876 0.47530863 1.28470759 0.16443488 0.77486864
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[-1.08365531 0.07339052 0.11582189 1.1997489 0.00590616 0.45592418
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[-0.59671982 0.16465903 0.11271671 1.01900426 0.033326 0.33586846
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[-1.14517689 -0.5960641 0.25562373 1.0253592 -0.08584038 0.51070339
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[-0.9270165 0.28298929 0.41987661 0.94284405 0.3585037 0.93408568
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[-0.76331696 -0.06231768 0.62368578 1.10350286 0.61347718 0.94780144
0.41564208 -0.61414067 -0.86844482 1.14249489]
[-0.86476044 -0.27129061 0.42885575 1.51502161 0.2503071 0.91748843
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[-1.0964158 0.11629205 0.55557945 1.60247641 0.00770617 0.77447045
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[-0.97018217 0.15743178 0.48313339 0.93047209 0.06576456 0.49271975
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[-0.88450587 -0.17313555 0.04331209 0.91173035 -0.11139206 0.53853094
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[-0.91498789 -0.26748324 0.41110591 1.38312159 0.08907071 0.97296203
0.34301572 -0.51393139 -1.13211734 0.9561939 ]
[-0.83102399 0.01062358 0.42640841 1.13276473 0.22000396 0.75007136
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[-0.92715245 -0.19582993 0.07806683 1.19173794 0.13942368 0.75475992
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hidden inputs: [-3.16988268 -3.61033539 -3.68458568 -4.48961587 -4.16167146 -4.42670515
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hidden Outputs: [ 0.04031495 0.02633072 0.02449262 0.01110035 0.01534243 0.01181261
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hidden inputs: [-4.18475875 -4.52752914 -5.06472834 -5.45644507 -5.58005368 -5.39642927
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hidden Outputs: [ 0.01499753 0.0106918 0.00627599 0.00425056 0.00375819 0.00451228
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final inputs: [-0.24648702 -0.01056572 0.08664013 0.30964024 0.02392769 0.17646106
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oet: [ 0.17777732 -0.05814398 -0.15534983 -0.37834994 -0.09263739 -0.24517076
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hidden inputs: [-5.12856661 -5.4135612 -5.50577401 -6.43660593 -6.7478484 -6.96657603
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hidden Outputs: [ 0.00589015 0.00443598 0.0040468 0.00159927 0.00117203 0.00094199
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final inputs: [-0.09908577 -0.00462145 0.03499603 0.11937191 0.00842007 0.06788406
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hidden Outputs: [ 0.02822865 0.023052 0.01613874 0.01384437 0.00897165 0.01214405
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final inputs: [-0.2700021 -0.01598658 0.08788388 0.325478 0.02027608 0.18801172
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hidden inputs: [-4.70859002 -5.33705071 -5.8734821 -6.40022813 -6.57614416 -6.94162875
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hidden Outputs: [ 0.00893689 0.00478701 0.00280517 0.00165842 0.00139127 0.00096576
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final inputs: [-0.11302813 -0.005855 0.03705282 0.13657722 0.00652747 0.07604466
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final inputs: [-0.53266819 -0.02303587 0.17863293 0.65414885 0.05369948 0.38309599
-0.0208535 -0.30815618 -0.46890205 0.50676148]
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[-0.95471376 -0.19491609 0.26401575 1.27710651 0.23748005 0.81682703
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[-1.08365531 0.07339052 0.11582189 1.1997489 0.00590616 0.45592418
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0.10741416 -0.59697128 -0.80804835 0.82014022]
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[-0.57460837 0.13734056 0.17095275 1.21232228 -0.25395949 0.67569365
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[-1.19124538 0.13457459 0.54945163 1.27840231 0.07772002 0.87116195
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oet: [ 0.69550685 0.18587452 -0.01579428 -0.4913102 0.10913918 -0.22025734
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[-0.60190062 -0.02773836 0.21004088 0.73937163 0.06685993 0.43016989
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X: [ 0. 0. -0.39981678 -0.81495348 0.51988127 0. 0.
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[[-1.20207095 -0.16241308 -0.17614083 ..., -0.39980336 -0.58034586
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[-1.31052856 0.07914779 -0.22916726 ..., -0.46066522 -0.27411457
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...,
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[-1.42244143 -0.14118155 -0.44002988 ..., -0.47929949 -0.2435084
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hidden inputs: [-3.21849785 -3.50650964 -4.05201482 -3.91656244 -4.31317661 -4.94368011
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-3.78360926 -4.28216409 -4.29985221 -4.40431809 -3.90409616 -4.51147774]
hidden Outputs: [ 0.03847552 0.02912758 0.01709016 0.01952077 0.013214 0.00707786
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final inputs: [-0.60190062 -0.02773836 0.21004088 0.73937163 0.06685993 0.43016989
-0.00996397 -0.3487603 -0.51769987 0.57843718]
[[-0.68074052 -0.10800255 0.32503291 1.05447272 -0.16393099 0.88287037
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[-1.19124538 0.13457459 0.54945163 1.27840231 0.07772002 0.87116195
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oet: [ 0.20792061 -0.36624165 -0.60402089 -1.13335163 -0.46083994 -0.8241499
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X: [ 0. 0. 0.74270727 -1.12594737 -1.55384381 0. 1.
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[-1.31052856 0.07914779 -0.22916726 ..., -0.46066522 -0.27411457
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[-1.38832011 -0.27354734 -0.33070974 ..., -0.277443 -0.51454206
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[-1.39134547 -0.04194976 -0.34196517 ..., -0.50936016 -0.52964569
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hidden inputs: [-3.54988106 -3.53235784 -4.37210439 -4.98943712 -4.7270498 -5.38156624
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-4.76315453 -5.01674451 -4.56022018 -4.84669883 -4.72367097 -4.8670147 ]
hidden Outputs: [ 0.0279258 0.02840544 0.01246725 0.00676344 0.00877487 0.00457954
0.01667913 0.02553499 0.0242425 0.01588904 0.01777867 0.02534246
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0.00846634 0.00658245 0.01035148 0.00779305 0.00880431 0.00763753]
final inputs: [-0.42336726 -0.02806892 0.14985888 0.52249282 0.03771015 0.30491059
-0.01008858 -0.24320998 -0.36570586 0.41186121]
[[-0.68074052 -0.10800255 0.32503291 1.05447272 -0.16393099 0.88287037
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oet: [ 0.36568367 -0.02961467 -0.20754247 -0.58017641 -0.09539374 -0.36259418
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hidden inputs: [-2.68684887 -2.29905112 -2.61169848 -2.8178221 -2.66680669 -2.39238775
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-2.86611969 -2.87476753 -2.92857327 -2.96890685 -2.29489071 -2.51798388]
hidden Outputs: [ 0.06375385 0.09120158 0.06838931 0.05636867 0.06496066 0.08375501
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final inputs: [-1.94935673 -0.10332898 0.64584936 2.3807051 0.21550344 1.3981801
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[-1.19124538 0.13457459 0.54945163 1.27840231 0.07772002 0.87116195
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oet: [ 1.20805419 -0.63797356 -1.38715189 -3.12200764 -0.95680598 -2.13948264
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X: [ 1. 0. -1.02301172 -1.07411506 -0.21168512 1. 0.
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hidden inputs: [-4.31075058 -4.59090484 -5.16147813 -6.02182601 -6.22498515 -6.12336245
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hidden Outputs: [ 0.01324567 0.01004181 0.00570054 0.00241937 0.00197544 0.00218629
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final inputs: [-0.16686132 -0.01157533 0.0534347 0.20033142 0.00902781 0.11474222
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[[-0.68074052 -0.10800255 0.32503291 1.05447272 -0.16393099 0.88287037
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oet: [ 0.01545577 -0.13983021 -0.20484024 -0.35173696 -0.16043335 -0.26614776
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X: [ 1. 0. -1.95780412 -0.45212727 0.27629827 1. 0.
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[[-1.20207095 -0.16241308 -0.17614083 ..., -0.39980336 -0.58034586
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[-1.31052856 0.07914779 -0.22916726 ..., -0.46066522 -0.27411457
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[-1.39134547 -0.04194976 -0.34196517 ..., -0.50936016 -0.52964569
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hidden inputs: [-4.309113 -4.48649217 -4.89305313 -6.12743125 -5.45709648 -6.0505909
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-4.7568916 -5.99206148 -5.66241543 -6.05677091 -4.96274359 -5.24862391]
hidden Outputs: [ 0.01326709 0.0111347 0.00744268 0.00217743 0.0042478 0.00235093
0.00825138 0.00823446 0.00899495 0.00584419 0.0060401 0.01713436
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final inputs: [-0.19345489 -0.01279293 0.05871015 0.22753202 0.01176292 0.13106086
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[[-0.68074052 -0.10800255 0.32503291 1.05447272 -0.16393099 0.88287037
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hidden inputs: [-3.80678721 -3.70635168 -3.99903637 -4.55595864 -4.60055805 -4.86228886
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hidden Outputs: [ 0.02173648 0.02397792 0.01800324 0.01039523 0.00994631 0.00767343
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hidden inputs: [-4.79065297 -4.45640004 -5.02277721 -6.13048486 -5.88416568 -5.67366669
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hidden Outputs: [ 0.00823859 0.01147095 0.00654312 0.0021708 0.00277544 0.00342349
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oet: [ 1.45729756 1.26387003 1.1888812 1.00843609 1.23758803 1.11398626
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hidden inputs: [-5.52161534 -5.77206821 -6.46379967 -7.27757603 -7.40988679 -7.83068668
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hidden Outputs: [ 0.00398345 0.00310365 0.00155644 0.00069038 0.00060487 0.00039719
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final inputs: [-0.06174251 -0.00209148 0.02060186 0.07487966 0.00447531 0.04245915
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oet: [ 3.55998007 3.50032904 3.4776357 3.4233579 3.49376225 3.45577841
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hidden inputs: [-2.97223939 -2.25201963 -2.83530312 -3.42689512 -2.83851395 -3.32853599
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hidden Outputs: [ 0.04869588 0.0951754 0.05544601 0.03146542 0.05527809 0.03460511
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oet: [ 3.01246701 1.67738765 1.11658895 -0.09974535 1.44683283 0.59759501
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hidden inputs: [-2.68123485 -3.15270709 -3.44997038 -3.68402702 -4.00489087 -3.59442839
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-3.62083766 -3.8105161 -3.73937672 -3.53264575 -3.43320307 -3.48033094]
hidden Outputs: [ 0.06408977 0.04098474 0.03076974 0.02450598 0.01790003 0.02674162
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oet: [-0.01193455 -0.90886464 -1.27733048 -2.16049432 -1.05637601 -1.66388593
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hidden inputs: [-5.49309483 -4.95242564 -6.02466202 -6.09956166 -6.4204954 -6.25598207
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hidden Outputs: [ 0.00409822 0.00701667 0.00241253 0.00223883 0.0016252 0.00191527
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final inputs: [-0.12020653 -0.0057926 0.03963269 0.14759505 0.01182719 0.08381856
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hidden inputs: [-3.75326459 -3.96099723 -3.74721157 -4.11225816 -4.53299725 -3.53895039
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hidden Outputs: [ 0.0229042 0.01868821 0.02304005 0.01610708 0.01063411 0.02822406
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[-1.39134547 -0.04194976 -0.34196517 ..., -0.50936016 -0.52964569
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hidden inputs: [-5.03695417 -4.29418432 -5.18190937 -5.6334141 -5.56006674 -5.5241063
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hidden Outputs: [ 0.0064516 0.01346395 0.00558589 0.0035636 0.00383377 0.00397358
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final inputs: [-0.17059889 -0.01000535 0.05544853 0.20277794 0.01275243 0.11823947
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oet: [-0.69199088 -0.85258442 -0.9180383 -1.06536771 -0.8753422 -0.98082925
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hidden inputs: [-1.40276796 -1.18452578 -0.75845257 -0.87701078 -0.82945515 -0.53184133
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hidden Outputs: [ 0.19737725 0.23423943 0.31898232 0.2937976 0.30376029 0.37008753
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final inputs: [ -8.93228141 -0.61175379 3.0717766 11.14681767 1.03121488
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hidden inputs: [-2.4969513 -2.93123845 -2.79795385 -3.54586185 -3.23666277 -3.22923974
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hidden inputs: [-2.20490883 -1.88052205 -1.95418024 -2.62519236 -2.81291892 -2.2502177
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hidden Outputs: [ 0.09931054 0.13232892 0.12409826 0.06753458 0.05663004 0.09533069
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final inputs: [-2.54085471 -0.12947515 0.8974535 3.19230566 0.32676436 1.89042408
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hidden inputs: [-4.16687684 -4.36020698 -4.101866 -4.53679098 -5.19099861 -4.37762585
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-4.21215506 -4.52073058 -4.58890457 -4.51277018 -4.62807732 -4.63022231]
hidden Outputs: [ 0.01526399 0.01261458 0.0162726 0.01059427 0.00553563 0.01239945
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final inputs: [-0.42879133 -0.01787722 0.13815726 0.52173327 0.04203244 0.29878948
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[-1.19124538 0.13457459 0.54945163 1.27840231 0.07772002 0.87116195
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oet: [-0.58265095 -0.99356506 -1.14959954 -1.53317555 -1.05347472 -1.31023176
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hidden inputs: [-5.06097579 -5.25146113 -5.64955268 -6.16638118 -6.57041298 -6.69727469
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hidden Outputs: [ 0.00629944 0.00521254 0.00350675 0.00209442 0.00139926 0.00123275
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final inputs: [-0.11548386 -0.0027352 0.03655148 0.14355703 0.01122446 0.08075123
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[[-0.68074052 -0.10800255 0.32503291 1.05447272 -0.16393099 0.88287037
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oet: [ 0.41063586 0.29788719 0.25860052 0.15159496 0.28392754 0.21440077
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...,
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[-1.39134547 -0.04194976 -0.34196517 ..., -0.50936016 -0.52964569
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hidden inputs: [-3.95397984 -3.90589617 -4.90917443 -5.08370093 -5.48265113 -5.89294478
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-5.10088403 -5.47257063 -5.3210844 -5.45558416 -4.81729287 -5.32511999]
hidden Outputs: [ 0.01881734 0.01972597 0.00732453 0.00615877 0.00414107 0.00275125
0.01314156 0.02012296 0.00871513 0.01395431 0.01355301 0.01418935
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final inputs: [-0.25941986 -0.01086916 0.08573302 0.32222687 0.02307917 0.19076433
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hidden inputs: [-4.53346672 -4.79919061 -5.39132291 -5.92591875 -6.3200175 -6.12711265
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hidden Outputs: [ 0.01062917 0.00816913 0.00453528 0.00266225 0.00179668 0.00217812
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final inputs: [-0.14914077 -0.00917092 0.04704021 0.17738955 0.00680529 0.09984777
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oet: [-0.28894369 -0.42891354 -0.48512466 -0.615474 -0.44488975 -0.53793222
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hidden inputs: [-4.8438395 -5.29241019 -6.05015682 -7.2288267 -6.90558323 -7.66594356
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hidden Outputs: [ 0.00781519 0.00500445 0.00235195 0.00072485 0.00100117 0.0004683
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final inputs: [-0.08365885 -0.00407549 0.0298546 0.10355227 0.00562455 0.05970102
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oet: [ 2.87622524 2.79664188 2.76271179 2.68901412 2.78694184 2.73286537
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[-2.79428534 -0.13241025 1.00286744 3.489654 0.36327624 2.06450743
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X: [ 0. 0. -1.02301172 1.56933303 1.86203995 0. 1.
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hidden inputs: [-2.82182232 -1.7629877 -2.39605758 -2.48499202 -2.27554587 -1.96832347
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hidden Outputs: [ 0.05615627 0.14641655 0.08347382 0.07691702 0.09316859 0.12256908
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0.13311662 0.10750602 0.16266815 0.09082417 0.16063308 0.09530258
0.07960445 0.06456133 0.11347468 0.05219767 0.1305679 0.13198328]
final inputs: [-2.79428534 -0.13241025 1.00286744 3.489654 0.36327624 2.06450743
-0.06940725 -1.56840083 -2.45882635 2.59471149]
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hidden inputs: [-3.1085689 -3.63300084 -2.95938159 -3.76295724 -4.12334456 -3.36060461
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hidden Outputs: [ 0.04275518 0.02575583 0.04929498 0.02268828 0.01593233 0.03354961
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[-1.19124538 0.13457459 0.54945163 1.27840231 0.07772002 0.87116195
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hidden inputs: [-5.33861846 -4.87830883 -5.94700625 -6.56261884 -6.30099135 -6.46389995
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hidden Outputs: [ 0.00477955 0.0075524 0.00260684 0.00141019 0.00183113 0.00155628
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final inputs: [-0.11966358 -0.00735649 0.03761331 0.14366319 0.00845124 0.08257171
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oet: [ 0.9385559 0.82624881 0.78127901 0.67522913 0.81044108 0.73632061
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hidden inputs: [-4.82984962 -4.56182508 -5.74583709 -5.85665257 -7.01049298 -6.51554767
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hidden Outputs: [ 0.00792442 0.01033505 0.00318588 0.00285264 0.00090155 0.00147806
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final inputs: [-0.12695332 -0.00600275 0.04276027 0.15476043 0.00992556 0.08956958
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oet: [ 0.37800087 0.2570503 0.20828728 0.09628712 0.24112199 0.16147797
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hidden inputs: [-4.17994567 -4.16988158 -5.26948867 -5.55627135 -5.75287671 -6.44390299
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hidden Outputs: [ 0.0150688 0.0152189 0.00511989 0.00384829 0.0031636 0.00158766
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oet: [-0.34518826 -0.54028439 -0.61861156 -0.80355602 -0.56578923 -0.6969686
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hidden inputs: [-1.74296198 -0.94651804 -1.02835812 -1.57257042 -1.51085379 -1.03343939
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-1.45409673 -1.62219665 -1.09056291 -1.68499207 -1.63643383 -1.80980629]
hidden Outputs: [ 0.1489371 0.27958561 0.26340254 0.17185027 0.1808123 0.26241785
0.11611668 0.1482542 0.20801223 0.22820143 0.20130095 0.21081263
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0.18937188 0.16490215 0.25151229 0.15643557 0.1629509 0.14066154]
final inputs: [-5.39731267 -0.32853495 1.94092537 6.7172298 0.67485681 4.04701465
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oet: [ 4.49613151 -0.57264621 -2.84210653 -7.61841096 -1.57603798 -4.94819581
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X: [ 1. 0. 0.8465731 -0.08930106 -1.55384381 0. 1.
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[-1.31052856 0.07914779 -0.22916726 ..., -0.46066522 -0.27411457
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hidden inputs: [-4.84831332 -4.68840848 -5.90646378 -6.33287467 -6.24156629 -6.7010286
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hidden Outputs: [ 0.00778058 0.00911743 0.00271441 0.00177377 0.00194302 0.00122814
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0.00496566 0.00203273 0.01366803 0.00724065 0.00301672 0.00229087
0.0028214 0.00157419 0.00340552 0.00116509 0.00201299 0.00177867]
final inputs: [-0.12357768 -0.00655449 0.04293417 0.15101497 0.00927732 0.08709084
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-3.26548659 -3.88340194 -3.84381366 -4.07937288 -3.67371165 -4.06743457]
hidden Outputs: [ 0.03847243 0.05277342 0.02154563 0.02665445 0.03479374 0.02425289
0.03536499 0.03991236 0.03585761 0.0335189 0.03836758 0.05943614
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0.03677437 0.02016567 0.02096293 0.01663661 0.02475378 0.01683305]
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-0.03344544 -0.48182464 -0.72849295 0.79213943]
[[-0.68074052 -0.10800255 0.32503291 1.05447272 -0.16393099 0.88287037
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[-0.95471376 -0.19491609 0.26401575 1.27710651 0.23748005 0.81682703
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[-0.99581847 -0.07771318 0.47026987 1.31082962 0.21013367 0.82763365
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[-1.08365531 0.07339052 0.11582189 1.1997489 0.00590616 0.45592418
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0.10741416 -0.59697128 -0.80804835 0.82014022]
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[-0.76331696 -0.06231768 0.62368578 1.10350286 0.61347718 0.94780144
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[-1.0964158 0.11629205 0.55557945 1.60247641 0.00770617 0.77447045
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[-0.97018217 0.15743178 0.48313339 0.93047209 0.06576456 0.49271975
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[-0.83102399 0.01062358 0.42640841 1.13276473 0.22000396 0.75007136
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[-1.04909939 -0.18751702 0.44877935 1.48229824 0.01123545 0.49623523
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[-1.19124538 0.13457459 0.54945163 1.27840231 0.07772002 0.87116195
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oet: [-0.03623071 -0.83126564 -1.16669648 -1.90315417 -0.96337441 -1.48372292
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[-0.14997572 -0.00675615 0.05084222 0.1820597 0.01307027 0.10307503
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X: [ 1. 0. 1.05430474 0.37718977 -0.69966852 0. 0.
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[[-1.20207095 -0.16241308 -0.17614083 ..., -0.39980336 -0.58034586
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[-1.31052856 0.07914779 -0.22916726 ..., -0.46066522 -0.27411457
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...,
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[-1.39134547 -0.04194976 -0.34196517 ..., -0.50936016 -0.52964569
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hidden inputs: [-5.21685511 -4.88253103 -5.45287118 -6.01816729 -6.44090019 -5.92232321
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-4.85681667 -6.33555747 -5.32212923 -5.94185774 -5.63766537 -5.78164257]
hidden Outputs: [ 0.0053951 0.00752082 0.00426571 0.00242822 0.00159243 0.00267181
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0.00771521 0.00176902 0.00485863 0.00262026 0.00354854 0.00307417]
final inputs: [-0.14997572 -0.00675615 0.05084222 0.1820597 0.01307027 0.10307503
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[[-0.68074052 -0.10800255 0.32503291 1.05447272 -0.16393099 0.88287037
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[-1.19124538 0.13457459 0.54945163 1.27840231 0.07772002 0.87116195
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oet: [-0.70158794 -0.84480751 -0.90240588 -1.03362336 -0.86463393 -0.95463869
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X: [ 0. 0. 0.74270727 1.36200377 -0.82146002 0. 1.
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[[-1.20207095 -0.16241308 -0.17614083 ..., -0.39980336 -0.58034586
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[-1.31052856 0.07914779 -0.22916726 ..., -0.46066522 -0.27411457
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[-1.38832011 -0.27354734 -0.33070974 ..., -0.277443 -0.51454206
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...,
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[-1.42244143 -0.14118155 -0.44002988 ..., -0.47929949 -0.2435084
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[-1.39134547 -0.04194976 -0.34196517 ..., -0.50936016 -0.52964569
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hidden inputs: [-3.64656602 -3.21894701 -4.3879113 -4.46083256 -4.77208184 -4.65095047
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-4.17919369 -4.42463297 -4.07734161 -4.55972248 -4.27649755 -4.49666157]
hidden Outputs: [ 0.02541763 0.03845891 0.01227413 0.0114208 0.00839173 0.00946213
0.02436873 0.04434583 0.02881121 0.02839133 0.01893355 0.03376385
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0.01533456 0.01888332 0.02798151 0.02261968 0.01818975 0.00741843
0.01507996 0.01183682 0.01666988 0.01035658 0.01370091 0.01102328]
final inputs: [-0.51865923 -0.02939282 0.17026688 0.64372246 0.04435733 0.37490282
-0.01802226 -0.30728892 -0.46029937 0.49987224]
[[-0.68074052 -0.10800255 0.32503291 1.05447272 -0.16393099 0.88287037
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oet: [-0.51483528 -1.00410169 -1.20376139 -1.67721697 -1.07785184 -1.40839733
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hidden inputs: [-4.27008903 -4.52623725 -4.62871194 -4.97123136 -5.4885699 -5.26926427
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hidden Outputs: [ 0.01378778 0.01070547 0.00967285 0.00688685 0.00411673 0.00512104
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hidden inputs: [-4.97534321 -4.82916635 -5.53152193 -6.00924475 -6.25581906 -6.64001982
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final inputs: [-0.12715116 -0.00588052 0.04283156 0.1550295 0.01133287 0.08866589
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oet: [ 0.67039068 0.54912004 0.50040796 0.38821002 0.53190666 0.45457363
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hidden inputs: [-5.17155288 -5.03793173 -5.83644859 -5.96015519 -6.4039995 -6.91234879
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hidden Outputs: [ 0.00564372 0.00644534 0.00291069 0.00257287 0.00165219 0.00099443
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final inputs: [-0.10312958 -0.00515611 0.03101157 0.12362664 0.00605859 0.07212072
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oet: [ 1.58910169 1.49112821 1.45496054 1.36234547 1.47991351 1.41385138
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hidden inputs: [-3.28200705 -3.34193244 -4.57447869 -4.54917308 -4.76519696 -5.00070987
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-4.5650931 -4.95483698 -4.55554949 -4.80802775 -4.4454916 -4.7167119 ]
hidden Outputs: [ 0.03619364 0.03416034 0.01020643 0.01046527 0.00844921 0.00668813
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[-1.19124538 0.13457459 0.54945163 1.27840231 0.07772002 0.87116195
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oet: [-0.54477641 -0.98050511 -1.16355136 -1.58146303 -1.04657255 -1.3458567
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hidden inputs: [-5.04780339 -5.8881518 -6.08484222 -6.8157021 -7.22918673 -7.17723087
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hidden Outputs: [ 0.00638243 0.00276443 0.00227195 0.00109522 0.00072458 0.0007632
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0.00174282 0.00124577 0.00805024 0.003227 0.00232241 0.00180129
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final inputs: [-0.07998534 -0.00342583 0.02482051 0.09713611 0.00491657 0.0543322
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[[-0.68074052 -0.10800255 0.32503291 1.05447272 -0.16393099 0.88287037
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oet: [ 0.83823405 0.76167454 0.7334282 0.6611126 0.75333214 0.70391651
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X: [ 0. 0. 0.32724398 0.06619588 0.51988127 0. 0.
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...,
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hidden inputs: [-3.25753744 -3.14193971 -4.06962749 -4.10705288 -4.27289823 -4.71759353
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-3.70045146 -4.23008388 -4.02861334 -4.20199714 -3.96556221 -4.4221951 ]
hidden Outputs: [ 0.03705698 0.04141005 0.0167968 0.01618978 0.01374963 0.0088575
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final inputs: [-0.66077009 -0.03390077 0.22503989 0.81116259 0.0610834 0.47395597
-0.01389881 -0.38713942 -0.57308425 0.62969592]
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hidden Outputs: [ 0.00583657 0.0094278 0.0043272 0.00221006 0.00282258 0.00210653
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hidden inputs: [-4.0192365 -3.71545474 -3.94140511 -4.88455525 -4.98747795 -4.92858966
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hidden Outputs: [ 0.01764957 0.0237658 0.01905092 0.00750572 0.00677661 0.00718471
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hidden inputs: [-4.01315947 -4.65571392 -4.84980374 -5.36630004 -5.77650764 -5.37588808
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hidden Outputs: [ 0.01775525 0.00941759 0.00776908 0.00464966 0.00308994 0.0046055
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final inputs: [-0.28018284 -0.00925587 0.09018525 0.35431036 0.02685721 0.20126613
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hidden inputs: [-3.83303906 -3.82113757 -4.49270181 -4.96343785 -5.23525439 -5.55716657
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hidden Outputs: [ 0.02118521 0.02143342 0.01106653 0.00694035 0.00529726 0.00384486
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hidden inputs: [-2.20860165 -1.81993927 -2.12132654 -1.9568972 -2.0854262 -1.94258621
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hidden Outputs: [ 0.09898071 0.13944116 0.10704121 0.12380323 0.11052141 0.12536401
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-0.09430276 -2.12281761 -3.30958827 3.45843509]
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[-0.57460837 0.13734056 0.17095275 1.21232228 -0.25395949 0.67569365
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[-1.19124538 0.13457459 0.54945163 1.27840231 0.07772002 0.87116195
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oet: [ 2.86039635 -0.57125665 -2.05377085 -5.40951349 -1.20799791 -3.46957385
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[-0.66772597 -0.03259358 0.23867198 0.81636389 0.06944341 0.47077703
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X: [ 0. 0. -0.81528007 -0.08930106 0.76428167 0. 0.
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[[-1.20207095 -0.16241308 -0.17614083 ..., -0.39980336 -0.58034586
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[-1.31052856 0.07914779 -0.22916726 ..., -0.46066522 -0.27411457
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[-1.39134547 -0.04194976 -0.34196517 ..., -0.50936016 -0.52964569
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hidden inputs: [-3.24652568 -3.24168982 -3.96659567 -4.08161851 -4.16410925 -4.63189276
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-3.67548952 -4.61060184 -3.79691308 -4.2007113 -3.86691406 -4.28467892]
hidden Outputs: [ 0.03745193 0.03762665 0.01858582 0.01659991 0.01530565 0.00964243
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0.0247109 0.00984789 0.02194744 0.01476368 0.02049404 0.01359079]
final inputs: [-0.66772597 -0.03259358 0.23867198 0.81636389 0.06944341 0.47077703
-0.00772769 -0.38941185 -0.57064744 0.6378473 ]
[[-0.68074052 -0.10800255 0.32503291 1.05447272 -0.16393099 0.88287037
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oet: [ 0.90223436 0.26710196 -0.0041636 -0.58185551 0.16506498 -0.23626865
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X: [ 0. 0. 0.22337816 0.74001598 0.03189788 0. 1.
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[-1.31052856 0.07914779 -0.22916726 ..., -0.46066522 -0.27411457
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hidden inputs: [-2.53986765 -3.10551575 -3.01375154 -3.3166948 -3.9449904 -3.04936196
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hidden Outputs: [ 0.07311014 0.04288031 0.04680848 0.03500288 0.01898403 0.04524503
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final inputs: [-1.22570322 -0.05360672 0.41494349 1.53692864 0.14032068 0.89343762
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oet: [ 0.74902737 -0.42306913 -0.89161934 -2.01360449 -0.61699653 -1.37011347
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hidden Outputs: [ 0.0254065 0.02478934 0.01554437 0.01172296 0.01344208 0.01018056
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X: [ 0. 0. -0.19208513 0.01436357 1.13047356 0. 0.
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hidden inputs: [-3.80906841 -3.42981704 -3.90285593 -4.96476175 -4.7398923 -4.37320041
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hidden Outputs: [ 0.02168802 0.03137649 0.01978484 0.00693124 0.00866387 0.01245376
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final inputs: [-0.55975052 -0.02740296 0.18186202 0.6839861 0.05497291 0.39156209
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[[-0.68074052 -0.10800255 0.32503291 1.05447272 -0.16393099 0.88287037
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oet: [ 0.8824678 0.35012023 0.14085526 -0.36126882 0.26774437 -0.06884481
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hidden inputs: [-4.83760969 -4.89418496 -5.62309739 -5.99988138 -6.43489626 -6.19699796
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hidden Outputs: [ 0.00786365 0.00743433 0.00360042 0.00247292 0.001602 0.0020314
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final inputs: [-0.13393628 -0.00663498 0.04557669 0.16368228 0.01195873 0.09390963
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hidden Outputs: [ 0.05713348 0.04243698 0.03939508 0.02290203 0.01822332 0.02439035
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hidden inputs: [-3.63281906 -3.2546784 -3.50900194 -3.63892124 -3.86925501 -3.84803361
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hidden Outputs: [ 0.02576039 0.03715914 0.02905718 0.02560769 0.0204471 0.0208765
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final inputs: [-0.80435065 -0.03618001 0.26763299 0.99730411 0.0944991 0.57130653
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oet: [-0.19606552 -0.96423616 -1.26804916 -1.99772029 -1.09491527 -1.5717227
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hidden inputs: [-3.94263725 -3.33117561 -3.96999175 -4.64581752 -4.28501214 -4.42736323
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hidden Outputs: [ 0.01902791 0.03451703 0.01852397 0.00951036 0.01358632 0.01180493
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final inputs: [-0.50981757 -0.03599144 0.16843142 0.59871835 0.03867374 0.34637442
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hidden Outputs: [ 0.0175773 0.01177835 0.00477349 0.0025517 0.00269794 0.0013385
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oet: [ 2.33019441 2.15259633 2.08412131 1.91397701 2.13062758 2.01139064
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hidden inputs: [-2.60838364 -2.38261457 -1.9871255 -2.48447704 -2.89943438 -1.57883995
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hidden Outputs: [ 0.06860081 0.08450807 0.1205613 0.07695359 0.05218153 0.17095984
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hidden inputs: [-4.64230213 -4.96044416 -4.95908412 -6.01288445 -6.05323459 -6.4076414
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hidden Outputs: [ 0.00954353 0.00696102 0.00697043 0.00244105 0.00234474 0.00164619
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final inputs: [-0.14547564 -0.00400801 0.04964833 0.17871937 0.01263888 0.10243528
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hidden inputs: [-4.76760348 -4.24245829 -5.42537828 -5.91059987 -5.9284065 -5.47853608
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hidden Outputs: [ 0.00842907 0.01416858 0.0043841 0.00270323 0.00265565 0.00415808
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oet: [-0.84644366 -1.01102018 -1.0832618 -1.2358219 -1.03709549 -1.14694962
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hidden inputs: [-5.12774924 -4.53136862 -5.51636758 -5.89199948 -5.81244312 -5.9953745
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hidden Outputs: [ 0.00589494 0.01065126 0.00400433 0.00275385 0.0029812 0.00248406
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oet: [-0.80976383 -0.96034507 -1.02023176 -1.16270415 -0.98207083 -1.07900805
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hidden inputs: [-2.45612367 -2.58769566 -2.36280635 -2.66285588 -2.57348963 -2.39261099
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-1.92403069 -2.83373646 -2.59141691 -2.26341417 -2.69715212 -2.95682498]
hidden Outputs: [ 0.07899189 0.06993452 0.08605322 0.06520105 0.07086419 0.08373788
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final inputs: [-2.41120819 -0.14536993 0.80938249 3.0108698 0.28171294 1.75112261
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hidden inputs: [-3.53200877 -3.60315335 -3.73314245 -4.48552821 -4.48438956 -5.00980695
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hidden Outputs: [ 0.01371137 0.0155225 0.00481585 0.00365714 0.00253351 0.00130286
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oet: [-0.04720456 -0.22718405 -0.29986833 -0.46908847 -0.2510748 -0.37183295
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hidden inputs: [-3.82682076 -3.59915088 -3.96043984 -4.29459267 -5.00605938 -4.50616126
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hidden inputs: [-3.92245598 -3.33473287 -4.98823487 -4.53554089 -5.1868351 -4.91347245
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hidden Outputs: [ 0.01940829 0.03439868 0.00677152 0.01060738 0.0055586 0.00729335
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final inputs: [-0.41004943 -0.02374189 0.13844713 0.50729316 0.03050179 0.29297929
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hidden inputs: [-4.2955592 -3.65341178 -4.81290019 -4.60474661 -5.1067449 -5.01102747
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hidden Outputs: [ 0.0134457 0.0252486 0.00805879 0.00990514 0.00601931 0.00661994
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hidden inputs: [-5.22352146 -4.94124877 -5.78281304 -6.91029697 -6.71779511 -6.93013566
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hidden Outputs: [ 0.00535944 0.00709497 0.00307058 0.00099647 0.00120774 0.00097691
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final inputs: [-0.08662859 -0.00485629 0.02832784 0.10335832 0.00681857 0.06046897
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oet: [ 2.66969885 2.58792655 2.55474241 2.47971194 2.57625169 2.52260129
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hidden inputs: [-3.39910318 -3.2691516 -4.33040288 -4.36824837 -4.16727163 -5.10032084
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hidden Outputs: [ 0.0323235 0.03664477 0.01299125 0.01251481 0.01525806 0.00605787
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final inputs: [-0.50517759 -0.03149992 0.1778564 0.62433876 0.04815134 0.3724111
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hidden inputs: [-3.05844867 -3.24547562 -3.40114232 -3.89556666 -4.27493675 -3.96315369
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hidden Outputs: [ 0.04485412 0.03748981 0.03225978 0.0199267 0.01372202 0.01864871
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oet: [ 1.00726375 0.18812793 -0.13109663 -0.91918887 0.05809642 -0.46361998
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hidden inputs: [-3.99445709 -4.07847188 -4.66699465 -5.42021507 -5.37445152 -5.94926134
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hidden Outputs: [ 0.01808437 0.01665136 0.00931293 0.00440669 0.00461209 0.00260098
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final inputs: [-0.27574429 -0.00971341 0.09048735 0.34385783 0.02438841 0.19882157
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oet: [ 0.3062696 0.04023872 -0.05996204 -0.31333252 0.0061369 -0.16829626
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X: [ 0. 0. -0.19208513 1.62116534 -1.55384381 0. 0.
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hidden inputs: [-1.20966422 -0.30077913 -0.32804541 -0.77229686 -0.08778758 -0.36548968
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hidden Outputs: [ 0.22976047 0.42536703 0.41871628 0.31598246 0.47806719 0.40963132
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final inputs: [-10.14749795 -0.60786923 3.65826628 12.58639282 1.30540549 7.56778
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hidden inputs: [-3.84670945 -4.02718204 -4.5669219 -5.06527388 -5.42595922 -5.8134781
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hidden Outputs: [ 0.02090358 0.01751234 0.01028305 0.00627259 0.00438156 0.00297813
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hidden inputs: [-3.98394464 -4.05616535 -4.58532774 -5.11436716 -5.21271967 -5.00661005
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hidden Outputs: [ 0.018272 0.01702057 0.01009741 0.00597388 0.00541733 0.00664905
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final inputs: [-0.36595536 -0.03121182 0.11184536 0.43339424 0.01839362 0.24330989
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oet: [-0.66202609 -0.99676963 -1.13982681 -1.4613757 -1.04637507 -1.27129135
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hidden inputs: [-5.08247344 -4.98599951 -5.37369656 -5.83565562 -6.09388784 -6.22136443
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hidden Outputs: [ 0.00616628 0.00678657 0.00461556 0.002913 0.00225154 0.00198259
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final inputs: [-0.12950712 -0.00549992 0.04343008 0.1576372 0.01238531 0.09062114
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hidden Outputs: [ 0.00425691 0.00489576 0.00182325 0.00128899 0.00081849 0.00072353
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final inputs: [-0.07977713 -0.00332359 0.02654406 0.09575577 0.00580508 0.05443098
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[-1.19124538 0.13457459 0.54945163 1.27840231 0.07772002 0.87116195
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oet: [ 3.75994555 3.683492 3.65362435 3.58441264 3.67436333 3.62573743
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[-0.16144042 -0.00950266 0.05463368 0.19650661 0.01354096 0.11268825
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hidden inputs: [-4.9290375 -4.56968267 -5.89665332 -5.89874277 -6.17359035 -5.92033801
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hidden Outputs: [ 0.00718151 0.01025499 0.00274109 0.00273539 0.00207941 0.00267711
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final inputs: [-0.16144042 -0.00950266 0.05463368 0.19650661 0.01354096 0.11268825
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oet: [-0.469601 -0.62153875 -0.6856751 -0.82754803 -0.64458237 -0.74372966
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hidden inputs: [-4.04196276 -4.41092595 -4.92266266 -5.39690568 -5.49811533 -6.38675748
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-4.73650214 -5.9180846 -5.58591772 -5.62064827 -5.00430566 -5.1450248 ]
hidden Outputs: [ 0.01725983 0.01199822 0.00722711 0.00451014 0.00407778 0.00168088
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final inputs: [-0.23452341 -0.01196113 0.0734991 0.28890266 0.01862445 0.16751929
-0.0106718 -0.13320591 -0.20388569 0.2287373 ]
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oet: [ 0.25953566 0.03697338 -0.04848685 -0.26389041 0.0063878 -0.14250704
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hidden inputs: [-4.80156084 -4.45226012 -5.34143819 -5.83048579 -6.06771996 -5.80682483
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hidden Outputs: [ 0.00814994 0.01151799 0.00476615 0.00292805 0.0023111 0.00299795
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oet: [-0.75959066 -0.93064653 -1.00216708 -1.16185395 -0.95595912 -1.06483698
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hidden inputs: [-4.88589889 -5.27622072 -5.91554753 -7.08542038 -6.9069111 -7.42994621
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hidden Outputs: [ 0.00749572 0.00508572 0.00268993 0.00083652 0.00099984 0.00059287
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7.31003066e-03 6.16323531e-02 -2.19717266e-05 -4.99698480e-02
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oet: [ 3.15960086 3.076274 3.04323813 2.96610194 3.06642222 3.01209989
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X: [ 0. 0. -0.81528007 -0.86678579 -0.82146002 1. 0.
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hidden inputs: [-3.282005 -3.84853789 -4.02576809 -4.39989292 -4.30709245 -5.01793352
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hidden Outputs: [ 0.03619371 0.0208662 0.01753668 0.01212972 0.01329357 0.00657468
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final inputs: [-0.53242337 -0.02896352 0.16836715 0.6475866 0.03827843 0.37161219
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hidden inputs: [-3.89526911 -4.28746006 -4.17059046 -4.90350908 -4.84490349 -4.96532908
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hidden Outputs: [ 0.01993251 0.01355356 0.01520828 0.00736584 0.00780695 0.00692733
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oet: [ 0.48992817 0.14636478 0.01022394 -0.31166575 0.10042003 -0.12096941
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hidden inputs: [-2.89560582 -2.6675098 -2.41467841 -2.88305414 -2.82628878 -2.51534559
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hidden Outputs: [ 0.05237121 0.06491797 0.08206022 0.05299764 0.05592 0.07478937
0.05874519 0.07831063 0.0895283 0.09746323 0.05812943 0.09755664
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0.10990691 0.05239774 0.07061088 0.05213744 0.07235226 0.0772957 ]
final inputs: [-2.14032002 -0.13257894 0.71968523 2.65368287 0.24764642 1.54133927
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[-1.19124538 0.13457459 0.54945163 1.27840231 0.07772002 0.87116195
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oet: [ 1.10682551 -0.90091557 -1.75317974 -3.68717738 -1.28114093 -2.57483378
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X: [ 1. 0. 0.11951233 0.27352514 0.76428167 0. 0.
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[-1.31052856 0.07914779 -0.22916726 ..., -0.46066522 -0.27411457
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[-1.38832011 -0.27354734 -0.33070974 ..., -0.277443 -0.51454206
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hidden inputs: [-3.90961241 -3.97550698 -3.91288334 -4.82583686 -4.78407058 -4.31338623
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-3.90006703 -4.94731355 -4.31251823 -4.34467256 -4.0951441 -4.7847354 ]
hidden Outputs: [ 0.01965424 0.01842397 0.01959131 0.00795603 0.00829255 0.01321126
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0.01746441 0.01297206 0.03587276 0.02652262 0.01971127 0.01318577
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final inputs: [-0.48317062 -0.02076244 0.16601959 0.60567756 0.05298271 0.34621516
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hidden inputs: [-3.42004051 -3.46846343 -4.00849906 -4.76504649 -4.19886923 -4.77321688
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hidden Outputs: [ 0.03167499 0.03022299 0.01783671 0.00845047 0.0147905 0.00838229
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hidden inputs: [-3.38307955 -3.35751986 -3.97576794 -4.80558434 -4.76308549 -4.77748899
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hidden Outputs: [ 0.03282848 0.03364978 0.01841925 0.00811748 0.00846692 0.00834685
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final inputs: [-0.4641343 -0.02145679 0.15722648 0.57117671 0.03984935 0.33707554
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[-1.19124538 0.13457459 0.54945163 1.27840231 0.07772002 0.87116195
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oet: [ 0.25662619 -0.07963219 -0.20725878 -0.53021012 -0.12310115 -0.34148005
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X: [ 0. 0. 0.53497563 1.05100987 -0.45608552 0. 0.
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hidden inputs: [-2.62493138 -2.31380216 -2.47514099 -2.72732061 -2.8265721 -2.37349268
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-2.51477978 -2.95815911 -2.34784201 -2.51381439 -2.21162944 -3.01882743]
hidden Outputs: [ 0.06755101 0.0899863 0.07761937 0.06138035 0.05590505 0.08521647
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final inputs: [-2.2399874 -0.10288552 0.79217768 2.87703406 0.30614122 1.65976894
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hidden inputs: [-5.0386047 -5.48349243 -6.05205476 -6.8028687 -7.13086264 -7.67943188
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hidden Outputs: [ 0.00644103 0.0041376 0.0023475 0.00110935 0.00079939 0.00046202
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final inputs: [-0.08582373 -0.00419603 0.03189359 0.10608075 0.00730168 0.05994684
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oet: [ 0.72829826 0.64667056 0.61058094 0.53639378 0.63517285 0.58252769
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hidden inputs: [-3.41755249 -3.63090221 -3.44335762 -3.62358974 -3.77708868 -3.62344225
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hidden Outputs: [ 0.03175139 0.02580855 0.03096757 0.02599304 0.02237704 0.02599677
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[-1.19124538 0.13457459 0.54945163 1.27840231 0.07772002 0.87116195
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oet: [ 0.68306127 -0.10885164 -0.4300951 -1.17523598 -0.23181076 -0.73569036
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X: [ 1. 0. 0.8465731 1.05100987 -0.21168512 0. 0.
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hidden inputs: [-4.75268841 -4.66900352 -5.10543953 -5.90901031 -6.46955539 -6.06455636
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hidden Outputs: [ 0.00855465 0.00929442 0.00602713 0.00270752 0.00154752 0.0023184
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final inputs: [-0.14841228 -0.00624328 0.04877416 0.18241027 0.01214443 0.10373231
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oet: [-0.00850632 -0.15067532 -0.20569276 -0.33932887 -0.16906302 -0.26065091
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X: [ 1. 0. 0.8465731 -1.48877358 1.13047356 0. 0.
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...,
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[-1.39134547 -0.04194976 -0.34196517 ..., -0.50936016 -0.52964569
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hidden inputs: [-4.89296928 -5.15753586 -5.95440494 -7.33023785 -6.88681222 -7.17958515
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-5.89199629 -7.33966328 -6.27809062 -6.49884626 -6.35653476 -6.5588399 ]
hidden Outputs: [ 0.0074433 0.00572293 0.00258767 0.00065499 0.00102012 0.0007614
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0.00275385 0.00064885 0.00187346 0.00150291 0.00173236 0.00141552]
final inputs: [-0.08843429 -0.00306793 0.03198027 0.11038017 0.00694041 0.06330257
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[[-0.68074052 -0.10800255 0.32503291 1.05447272 -0.16393099 0.88287037
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hidden inputs: [-5.01253316 -5.37730539 -6.3853737 -6.46563254 -6.68220649 -7.56773897
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hidden Outputs: [ 0.00661004 0.00459901 0.0016832 0.00155359 0.00125144 0.00051659
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oet: [-0.12199853 -0.1981311 -0.22620072 -0.29876303 -0.20723862 -0.25762867
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hidden inputs: [-3.01759421 -2.75190772 -3.06835193 -3.3230664 -3.68384878 -2.90733468
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hidden Outputs: [ 0.04663733 0.059979 0.04443175 0.0347883 0.02451024 0.05179217
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final inputs: [-1.22330346 -0.06321462 0.4088057 1.50062921 0.13132842 0.87329311
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oet: [ 1.90988244 0.7497936 0.27777328 -0.81405024 0.55525056 -0.18671414
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hidden inputs: [-3.6330779 -2.98375026 -3.81317111 -3.71531274 -3.75254884 -3.76605683
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hidden Outputs: [ 0.0257539 0.0481654 0.02160114 0.0237691 0.02292022 0.02261965
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final inputs: [-0.93597849 -0.07707213 0.31059011 1.13063738 0.08897869 0.6481909
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hidden inputs: [-3.5369816 -3.44403313 -3.61099242 -3.73172738 -3.74384394 -3.12829848
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hidden Outputs: [ 0.02827811 0.0309473 0.02631388 0.02339117 0.02311598 0.04195495
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hidden inputs: [-2.19410572 -2.18584741 -2.46300086 -2.08475601 -2.68514351 -2.03968958
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-2.67562046 -2.74764013 -2.78085468 -2.62029574 -2.57813513 -3.11204644]
hidden Outputs: [ 0.10028105 0.10102862 0.078493 0.11058731 0.06385572 0.11509835
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final inputs: [-2.46512245 -0.13875721 0.84544215 3.07552079 0.31808698 1.8277684
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oet: [ 2.56180443 0.23543919 -0.74876017 -2.97883881 -0.221405 -1.73108642
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hidden inputs: [-1.83288525 -1.69427207 -1.96275696 -2.76780077 -2.39128047 -2.38902333
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hidden Outputs: [ 0.13789492 0.15521485 0.12316899 0.05908917 0.08384003 0.08401356
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final inputs: [-3.07690636 -0.16772045 1.07493871 3.88503599 0.36198735 2.30428082
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[[-1.20207095 -0.16241308 -0.17614083 ..., -0.39980336 -0.58034586
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hidden inputs: [-3.99009811 -4.15018225 -5.18843062 -5.43314118 -5.59572498 -6.17066595
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hidden Outputs: [ 0.01816194 0.01551697 0.00554979 0.00435034 0.00369997 0.00208549
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[-1.19124538 0.13457459 0.54945163 1.27840231 0.07772002 0.87116195
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oet: [-0.09281531 -0.31929095 -0.40964738 -0.62332115 -0.34945012 -0.49780951
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hidden inputs: [-3.80706839 -3.60659597 -3.59124637 -3.78310465 -3.91437412 -3.74311906
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hidden Outputs: [ 0.0217305 0.02642676 0.02682456 0.02224581 0.0195627 0.02313235
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oet: [ 1.27737064 0.61744342 0.34634924 -0.27784346 0.50721322 0.08264203
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X: [ 1. 0. -1.23074336 -0.5557919 0.51988127 1. 0.
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hidden inputs: [-3.3913906 -4.54667519 -4.32615366 -4.88147153 -4.92117744 -5.08259267
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-4.31815883 -4.94186269 -4.91341264 -4.79309695 -4.39047912 -4.70421297]
hidden Outputs: [ 0.03256562 0.01049117 0.01304585 0.00752873 0.00723777 0.00616555
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final inputs: [-0.38435345 -0.01739706 0.12648884 0.47909472 0.02886869 0.27227257
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hidden inputs: [-3.99072909 -3.92216296 -4.63620184 -5.20506914 -5.81207865 -5.52394554
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hidden Outputs: [ 0.00524805 0.0076716 0.00325996 0.0016653 0.00135535 0.00138362
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hidden inputs: [-3.58880904 -3.78037151 -3.70451798 -4.6813473 -4.75005416 -4.7420969
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hidden Outputs: [ 0.02688826 0.02230534 0.02402087 0.00918144 0.00857702 0.00864495
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hidden inputs: [-4.12195167 -3.98138 -4.16800741 -4.50940274 -4.98707197 -4.72539339
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hidden Outputs: [ 0.01595418 0.01831806 0.01524701 0.01088524 0.00677935 0.00878929
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final inputs: [-0.41634653 -0.01599762 0.12867681 0.51742361 0.04637226 0.29300687
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oet: [-0.48483463 -0.88518354 -1.02985798 -1.41860478 -0.94755343 -1.19418804
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hidden inputs: [-4.05060763 -3.79756113 -4.44028333 -4.87793491 -5.26289638 -4.83249527
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hidden Outputs: [ 0.01711381 0.02193353 0.01165515 0.0075552 0.00515358 0.00790365
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oet: [-0.5059587 -0.88874419 -1.0412065 -1.40503602 -0.95056288 -1.18713038
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hidden inputs: [-1.793914 -1.61825199 -1.95547687 -1.57456492 -1.81716444 -1.38359
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hidden Outputs: [ 0.14259353 0.16544608 0.12395739 0.1715666 0.13977447 0.20043305
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final inputs: [-3.97812635 -0.24316456 1.38690785 4.94830288 0.49370851 2.93729403
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oet: [ 3.9039036 0.1689418 -1.4611306 -5.02252564 -0.56793127 -3.01151679
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X: [ 0. 0. -1.95780412 -0.65945653 0.27629827 1. 0.
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hidden inputs: [-2.94471573 -3.19408571 -3.29754579 -4.36584417 -4.24714314 -4.41411515
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hidden Outputs: [ 0.04998686 0.0393889 0.03565548 0.01254456 0.01410329 0.01196048
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final inputs: [-0.72044818 -0.05885777 0.23111201 0.8616981 0.05219236 0.49930484
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hidden inputs: [-2.6852024 -2.39500641 -2.87769928 -3.33282581 -3.06166878 -3.551887
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hidden inputs: [-4.65927481 -4.25322526 -5.08026805 -5.73216985 -5.59182488 -5.79037986
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hidden Outputs: [ 0.00938443 0.01401898 0.00617981 0.00322958 0.00371437 0.00304751
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final inputs: [-0.2022918 -0.01139476 0.06863215 0.24397362 0.01690509 0.14054541
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[-1.68073525 -0.08065729 0.59347899 2.11271805 0.17894558 1.23528326
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hidden inputs: [-2.21076165 -2.55728816 -2.36746268 -3.22519629 -3.55969803 -2.58538817
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hidden Outputs: [ 0.09878824 0.07193838 0.08568772 0.03822847 0.02766054 0.07008475
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oet: [ 1.01110244 -0.58897552 -1.2631118 -2.78235086 -0.84857839 -1.90491607
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hidden inputs: [-4.79916817 -5.84361186 -6.1431696 -6.95798169 -7.35566043 -7.58459069
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hidden Outputs: [ 0.00816931 0.00288998 0.0021435 0.00095011 0.00063856 0.00050796
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oet: [ 0.86978993 0.80004115 0.77280146 0.70692288 0.79314759 0.74619057
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hidden inputs: [-3.03990195 -3.73986473 -3.81203218 -4.02233044 -4.08034601 -4.51256177
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hidden Outputs: [ 0.04565544 0.023206 0.02162523 0.01759601 0.0166207 0.01085128
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final inputs: [-0.70831996 -0.03086591 0.24925301 0.89607683 0.07211337 0.52260868
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[-1.04909939 -0.18751702 0.44877935 1.48229824 0.01123545 0.49623523
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[-1.19124538 0.13457459 0.54945163 1.27840231 0.07772002 0.87116195
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oet: [ 1.29566393 0.61820988 0.33809095 -0.30873286 0.5152306 0.06473529
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Progress: 1.0% ... Training loss: 1.415 ... Validation loss: 1.451[-0.48575215 -0.02381383 0.16368415 0.58953294 0.0464363 0.34313673
-0.01780379 -0.28271882 -0.42014704 0.4545692 ]
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...,
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hidden inputs: [-3.61450763 -3.43985852 -3.75782381 -4.3897734 -4.41494923 -4.31203189
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hidden Outputs: [ 0.02622397 0.03107274 0.02280238 0.01225158 0.01195062 0.01322893
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final inputs: [-0.48575215 -0.02381383 0.16368415 0.58953294 0.0464363 0.34313673
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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hidden inputs: [-4.75796962 -5.2908209 -5.26932408 -6.44881257 -6.9952088 -6.702768
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hidden Outputs: [ 0.00850998 0.00501237 0.00512073 0.0015799 0.00091542 0.001226
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final inputs: [-0.10082585 -0.00623231 0.0307958 0.11918246 0.0055747 0.06796308
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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hidden inputs: [-4.77451632 -5.29716329 -5.77965334 -5.8414798 -6.29149821 -6.64695222
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-5.02946878 -5.82902537 -6.31379511 -6.37694642 -5.60781401 -6.10139785]
hidden Outputs: [ 0.00837149 0.00498084 0.00308027 0.00289613 0.00184856 0.00129629
0.00819048 0.01279735 0.0068742 0.00390479 0.00434373 0.00868163
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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[-1.03401555 0.07100839 0.09089634 1.12525219 -0.00635154 0.40964189
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[-1.15482989 0.13158735 0.5292653 1.22065312 0.0671636 0.8347644
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oet: [-0.27648267 -0.38685771 -0.42938475 -0.53318052 -0.40058828 -0.47150025
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X: [ 0. 0. 1.26203639 -0.24479801 0.27629827 0. 0.
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[[-1.21012372 -0.16274216 -0.06369085 ..., -0.42078924 -0.59544712
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...,
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hidden inputs: [-3.731873 -3.7462925 -4.10330302 -4.69949762 -5.26121629 -5.11459048
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-4.21188823 -5.30953602 -5.09528857 -4.72432956 -4.24880743 -4.50872421]
hidden Outputs: [ 0.02338785 0.02306075 0.01624961 0.00901779 0.0051622 0.00597255
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final inputs: [-0.3692111 -0.01661402 0.12059797 0.45381536 0.03247401 0.25898979
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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oet: [-0.04130808 -0.39390515 -0.53111714 -0.86433454 -0.44299318 -0.66950896
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X: [ 1. 0. 0.95043892 1.05100987 -0.45608552 0. 0.
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...,
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[-1.39952645 -0.04212892 -0.18742676 ..., -0.5237463 -0.55078614
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hidden inputs: [-5.02405501 -5.05447354 -5.59139131 -6.2741611 -6.58865576 -6.771154
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hidden Outputs: [ 0.00653481 0.00634027 0.00371597 0.00188083 0.001374 0.00114506
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0.00392868 0.00253689 0.00829869 0.00382231 0.00327969 0.00144816
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final inputs: [-0.0946855 -0.00394567 0.02953343 0.11470714 0.00642699 0.06566371
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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oet: [-0.86713928 -0.95787911 -0.99135821 -1.07653192 -0.96825177 -1.02748849
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hidden inputs: [-5.26142195 -5.15801627 -6.53595402 -6.44934274 -6.82980272 -7.10286895
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hidden Outputs: [ 0.00516115 0.00572019 0.00144824 0.00157906 0.0010799 0.00082206
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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oet: [ 3.07721676 3.00106355 2.9710358 2.90110752 2.99207671 2.94172567
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...,
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hidden inputs: [-3.66917021 -4.15503942 -4.16645638 -4.89769003 -5.43025739 -4.7027675
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hidden Outputs: [ 0.02486365 0.01544295 0.01527032 0.00740851 0.00436285 0.00898861
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final inputs: [-0.36031733 -0.01411743 0.12248709 0.44960226 0.03452257 0.25409589
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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oet: [ 1.14061826 0.79441836 0.65781384 0.33069867 0.74577836 0.52620504
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X: [ 0. 0. -0.5036826 1.93215924 0.88607317 0. 1.
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[[-1.21012372 -0.16274216 -0.06369085 ..., -0.42078924 -0.59544712
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[-1.31821697 0.07871065 -0.09637139 ..., -0.47903275 -0.29619877
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...,
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hidden inputs: [-3.17118133 -2.04633167 -2.77892833 -2.91486358 -2.87525164 -2.44549311
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-2.66752867 -2.89178595 -2.57103599 -2.77354077 -2.43484975 -2.58278942]
hidden Outputs: [ 0.04026474 0.11442357 0.05847353 0.05142368 0.05339061 0.07976875
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0.06491682 0.05256111 0.07102592 0.05877084 0.08055354 0.07025431]
final inputs: [-1.88443106 -0.13798154 0.63177475 2.29313889 0.18393469 1.35593484
-0.07528562 -1.08722099 -1.66693316 1.69961301]
[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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hidden Outputs: [ 0.02443627 0.02439297 0.02216062 0.02188392 0.0158478 0.02031557
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[-1.15482989 0.13158735 0.5292653 1.22065312 0.0671636 0.8347644
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hidden inputs: [-3.5767036 -3.2992987 -3.38967145 -3.3214425 -4.0953162 -3.17370732
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-3.71339866 -3.51373666 -3.43480646 -3.53011346 -3.60296079 -3.45255573]
hidden Outputs: [ 0.02720683 0.03559526 0.03261982 0.03484287 0.01637778 0.04016724
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final inputs: [-0.87818447 -0.05084288 0.28182935 1.0612948 0.08026929 0.61280684
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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[-1.15482989 0.13158735 0.5292653 1.22065312 0.0671636 0.8347644
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oet: [-0.11120559 -0.93854718 -1.27121941 -2.05068486 -1.06965935 -1.6021969
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X: [ 0. 0. -0.29595096 1.31017145 -1.55384381 0. 0.
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hidden inputs: [-3.57903983 -3.27645319 -4.15973391 -3.85429913 -3.81417986 -4.40667939
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-4.12387113 -4.13631804 -4.19786777 -4.24417125 -3.79627035 -3.99661919]
hidden Outputs: [ 0.02714506 0.03638788 0.01537173 0.02074881 0.02157984 0.01204867
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0.01828497 0.01986912 0.02576933 0.02010098 0.02317605 0.01555095
0.01592407 0.01573019 0.0148051 0.01414468 0.02196124 0.01804602]
final inputs: [-0.55812559 -0.03108103 0.17729208 0.67149565 0.04899878 0.39738517
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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hidden Outputs: [ 0.04178688 0.05869246 0.05509813 0.03573523 0.03487985 0.05794139
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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hidden inputs: [-4.20734588 -4.17016436 -4.96756343 -4.96674148 -5.70729898 -5.33794093
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final inputs: [-0.2462005 -0.01301705 0.0806858 0.30110753 0.02244637 0.17257208
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hidden inputs: [-3.86945443 -3.35037569 -3.63982634 -4.25270884 -4.35539676 -3.71453179
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hidden Outputs: [ 0.02044311 0.03388286 0.02558512 0.01402612 0.01267464 0.02378723
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final inputs: [-0.60921206 -0.03190189 0.20374463 0.73531965 0.05843061 0.43268999
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-4.01905306 -5.17295584 -4.82090173 -4.92439629 -4.59677605 -4.45380016]
hidden Outputs: [ 0.01285189 0.01094876 0.01216245 0.00901759 0.00606255 0.00810625
0.02007744 0.02096974 0.0098796 0.01236838 0.00956007 0.01469554
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0.01765275 0.00563585 0.00799508 0.00721468 0.00998362 0.01150047]
final inputs: [-0.3098983 -0.01666256 0.0980801 0.37256923 0.02604132 0.21134443
-0.01258113 -0.18022456 -0.26908729 0.28569016]
[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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[-1.07876012 0.02054405 0.1724699 1.00261065 0.08537749 0.55185752
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[-0.91145868 -0.19693727 0.24217169 1.21214812 0.22669757 0.77634544
-0.2066476 -0.71420293 -1.02638433 0.86086037]
[-0.944675 -0.0784633 0.44670748 1.23798401 0.19928603 0.78272378
-0.0139123 -0.42460222 -0.76047944 0.98999251]
[-1.29998212 -0.10365169 0.44658724 1.20003775 0.15006514 0.72195596
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[-1.03401555 0.07100839 0.09089634 1.12525219 -0.00635154 0.40964189
-0.07185978 -0.4011078 -0.72666783 0.8840859 ]
[-0.54812845 0.16002542 0.08506205 0.94057965 0.01865824 0.28636758
0.10138711 -0.57245618 -0.76564437 0.75915881]
[-1.08981418 -0.60058126 0.22494912 0.93761323 -0.10185461 0.4554096
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[-0.92871998 0.15521929 0.46187356 0.86765046 0.05518025 0.45351505
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[-0.62360573 -0.05005363 0.56695161 1.01715346 -0.02800014 0.66735665
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[-1.0538387 0.11482402 -0.01089902 1.20340487 0.26400056 0.5345629
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[-1.15482989 0.13158735 0.5292653 1.22065312 0.0671636 0.8347644
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oet: [ 0.56094585 0.26771011 0.15296745 -0.12152168 0.22500623 0.03970312
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[-0.36019449 -0.01354879 0.11912559 0.44158201 0.03346353 0.2509154
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X: [ 0. 0. 1.57363386 -0.71128885 -0.21168512 0. 0.
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...,
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[-1.39952645 -0.04212892 -0.18742676 ..., -0.5237463 -0.55078614
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hidden inputs: [-3.89811306 -3.88105987 -4.38288167 -4.84775934 -5.02948216 -5.28256579
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-4.16270583 -5.4197728 -4.97790507 -4.97643646 -4.58828307 -4.53774003]
hidden Outputs: [ 0.01987703 0.020212 0.01233526 0.00778486 0.00649968 0.00505371
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0.01532682 0.00440863 0.00684135 0.00685134 0.01006791 0.01058433]
final inputs: [-0.36019449 -0.01354879 0.11912559 0.44158201 0.03346353 0.2509154
-0.00824698 -0.2123703 -0.31285401 0.34307643]
[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
0.0981482 -0.45337474 -0.39381527 0.9491707 ]
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[-1.03401555 0.07100839 0.09089634 1.12525219 -0.00635154 0.40964189
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[-1.15482989 0.13158735 0.5292653 1.22065312 0.0671636 0.8347644
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oet: [ 0.29699784 -0.04964786 -0.18232223 -0.50477866 -0.09666017 -0.31411204
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[-0.34488079 -0.01748139 0.11238876 0.42650216 0.02948705 0.23975213
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X: [ 1. 0. 0.8465731 1.62116534 -0.82146002 0. 0.
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[[-1.21012372 -0.16274216 -0.06369085 ..., -0.42078924 -0.59544712
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[-1.31821697 0.07871065 -0.09637139 ..., -0.47903275 -0.29619877
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...,
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[-1.39952645 -0.04212892 -0.18742676 ..., -0.5237463 -0.55078614
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hidden inputs: [-4.03569115 -4.15798648 -4.38037462 -4.99365191 -5.31924583 -4.60831257
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-4.59436884 -5.16283132 -4.78634405 -4.76880844 -4.53497426 -4.72067624]
hidden Outputs: [ 0.01736653 0.0153982 0.01236584 0.00673519 0.00487259 0.00987023
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final inputs: [-0.34488079 -0.01748139 0.11238876 0.42650216 0.02948705 0.23975213
-0.00755748 -0.20731518 -0.3059921 0.328879 ]
[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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oet: [-0.60591788 -0.93331728 -1.06318743 -1.37730083 -0.98028572 -1.1905508
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hidden inputs: [-3.50533946 -2.80853996 -4.07227659 -3.79393901 -3.39940896 -4.31239136
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hidden Outputs: [ 0.02916069 0.05686443 0.01675311 0.02201137 0.03231394 0.01322424
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...,
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hidden inputs: [-4.45673267 -4.69672772 -5.53755787 -6.08176673 -6.29263838 -6.71150866
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hidden Outputs: [ 0.01146718 0.00904257 0.0039207 0.00227893 0.00184646 0.00121535
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final inputs: [-0.13883907 -0.01023354 0.04383685 0.16420892 0.00384958 0.09197692
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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oet: [-0.30475844 -0.43336397 -0.48743437 -0.60780643 -0.44744709 -0.53557443
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X: [ 1. 0. 1.57363386 -1.12594737 -0.69966852 0. 0.
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[[-1.21012372 -0.16274216 -0.06369085 ..., -0.42078924 -0.59544712
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[-1.31821697 0.07871065 -0.09637139 ..., -0.47903275 -0.29619877
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...,
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[-1.39952645 -0.04212892 -0.18742676 ..., -0.5237463 -0.55078614
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hidden inputs: [-3.87080021 -3.74946566 -3.72355186 -4.46327258 -4.32777383 -4.79298709
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-4.50051481 -4.89747943 -4.31538988 -5.03437435 -4.38653908 -4.54011835]
hidden Outputs: [ 0.02041618 0.02298937 0.02357867 0.01139328 0.013025 0.00821954
0.03151584 0.03149692 0.01255951 0.03360572 0.02344746 0.01220072
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final inputs: [-0.45958654 -0.01424267 0.15793281 0.58052565 0.05140894 0.33516519
-0.01294217 -0.26195908 -0.40717623 0.45146498]
[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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[-1.15482989 0.13158735 0.5292653 1.22065312 0.0671636 0.8347644
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oet: [ 1.35014859 0.90480473 0.73262925 0.31003641 0.83915311 0.55539686
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[-0.09692637 -0.00443929 0.03185073 0.11814439 0.00744955 0.06648422
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[[-1.21012372 -0.16274216 -0.06369085 ..., -0.42078924 -0.59544712
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[-1.31821697 0.07871065 -0.09637139 ..., -0.47903275 -0.29619877
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...,
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[-1.39952645 -0.04212892 -0.18742676 ..., -0.5237463 -0.55078614
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hidden inputs: [-5.18888648 -5.03385648 -6.03018298 -6.41897811 -6.50734894 -6.74924699
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-5.78034449 -6.81075195 -6.22266438 -6.26081465 -5.64961245 -5.8908981 ]
hidden Outputs: [ 0.00554727 0.00647149 0.00239928 0.00162767 0.00149021 0.00117039
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0.00419858 0.00256418 0.0116403 0.00467003 0.00370086 0.00146577
0.00307815 0.00110065 0.00198002 0.00190605 0.00350654 0.00275687]
final inputs: [-0.09692637 -0.00443929 0.03185073 0.11814439 0.00744955 0.06648422
-0.00253071 -0.05699699 -0.08329131 0.09178882]
[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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[-0.91145868 -0.19693727 0.24217169 1.21214812 0.22669757 0.77634544
-0.2066476 -0.71420293 -1.02638433 0.86086037]
[-0.944675 -0.0784633 0.44670748 1.23798401 0.19928603 0.78272378
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[-1.29998212 -0.10365169 0.44658724 1.20003775 0.15006514 0.72195596
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[-1.03401555 0.07100839 0.09089634 1.12525219 -0.00635154 0.40964189
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[-0.54812845 0.16002542 0.08506205 0.94057965 0.01865824 0.28636758
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[-0.71859552 -0.06357975 0.6022351 1.03838394 0.60328349 0.90742889
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[-0.92871998 0.15521929 0.46187356 0.86765046 0.05518025 0.45351505
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[-0.62360573 -0.05005363 0.56695161 1.01715346 -0.02800014 0.66735665
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[-1.15482989 0.13158735 0.5292653 1.22065312 0.0671636 0.8347644
0.03101191 -0.49966793 -0.58199636 0.81312699]]
oet: [-0.43488004 -0.52736711 -0.56365714 -0.6499508 -0.53925596 -0.59829063
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X: [ 0. 0. 1.36590221 -1.17777969 0.03189788 0. 1.
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[[-1.21012372 -0.16274216 -0.06369085 ..., -0.42078924 -0.59544712
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[-1.31821697 0.07871065 -0.09637139 ..., -0.47903275 -0.29619877
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[-1.39697958 -0.27362182 -0.18223808 ..., -0.29869226 -0.53205949
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...,
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[-1.43001518 -0.14127769 -0.28573763 ..., -0.49607387 -0.26802302
-0.64599896]
[-1.39952645 -0.04212892 -0.18742676 ..., -0.5237463 -0.55078614
-0.46977071]]
hidden inputs: [-2.31715296 -2.13898737 -2.62311576 -3.02846161 -2.48123994 -3.22016043
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-1.60298592 -2.16745013 -2.13321181 -1.97731518 -2.00462842 -2.77945332
-2.78311777 -2.79065376 -2.55256822 -2.96387253 -2.5872956 -2.83928175]
hidden Outputs: [ 0.08971229 0.10536481 0.06766547 0.04615651 0.07718384 0.03841406
0.11384175 0.10579324 0.06037243 0.18035391 0.09752864 0.04564852
0.10796512 0.06027017 0.04185055 0.09850658 0.10057632 0.07872812
0.16756471 0.1027118 0.10591047 0.12160533 0.11871782 0.05844463
0.05824331 0.05783132 0.07225414 0.04908494 0.06996054 0.05523801]
final inputs: [-2.12124937 -0.07435388 0.77338786 2.75818323 0.29112392 1.64116291
-0.03114139 -1.19960739 -1.94277525 2.13007025]
[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
0.0981482 -0.45337474 -0.39381527 0.9491707 ]
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-0.2066476 -0.71420293 -1.02638433 0.86086037]
[-0.944675 -0.0784633 0.44670748 1.23798401 0.19928603 0.78272378
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[-1.29998212 -0.10365169 0.44658724 1.20003775 0.15006514 0.72195596
-0.12395973 -0.58980816 -1.02898273 0.77942923]
[-1.03401555 0.07100839 0.09089634 1.12525219 -0.00635154 0.40964189
-0.07185978 -0.4011078 -0.72666783 0.8840859 ]
[-0.54812845 0.16002542 0.08506205 0.94057965 0.01865824 0.28636758
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[-0.87622108 0.28105227 0.39495324 0.86783302 0.34646407 0.88750486
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[-1.15482989 0.13158735 0.5292653 1.22065312 0.0671636 0.8347644
0.03101191 -0.49966793 -0.58199636 0.81312699]]
oet: [ 4.11993569 2.07304019 1.22529845 -0.75949691 1.70756239 0.35752341
2.02982771 3.1982937 3.94146157 -0.13138394]
[ -7.12901290e-02 -4.45677245e-03 2.37240887e-02 8.52560301e-02
5.14396783e-03 4.81839908e-02 -8.30142472e-05 -4.17115317e-02
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X: [ 1. 0. 1.46976803 -0.40029496 0.51988127 0. 1.
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[[-1.21012372 -0.16274216 -0.06369085 ..., -0.42078924 -0.59544712
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[-1.31821697 0.07871065 -0.09637139 ..., -0.47903275 -0.29619877
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[-1.39697958 -0.27362182 -0.18223808 ..., -0.29869226 -0.53205949
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...,
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[-1.43001518 -0.14127769 -0.28573763 ..., -0.49607387 -0.26802302
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[-1.39952645 -0.04212892 -0.18742676 ..., -0.5237463 -0.55078614
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hidden inputs: [-5.44967244 -5.42127307 -6.58088526 -6.62953831 -7.51263487 -7.11613758
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-5.74070402 -6.39776032 -4.35636526 -5.75205555 -5.6782792 -6.89041596
-6.23429398 -7.58260405 -6.57911435 -7.58115113 -6.65792706 -6.65285572]
hidden Outputs: [ 0.00427932 0.00440205 0.0013847 0.00131903 0.00054584 0.00081124
0.00436004 0.00742707 0.0016933 0.00231377 0.00282617 0.00273844
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0.00320222 0.00166251 0.01266252 0.00316619 0.00340778 0.00101646
0.00195718 0.00050897 0.00138715 0.00050971 0.00128216 0.00128867]
final inputs: [ -7.12901290e-02 -4.45677245e-03 2.37240887e-02 8.52560301e-02
5.14396783e-03 4.81839908e-02 -8.30142472e-05 -4.17115317e-02
-6.10862951e-02 6.82260353e-02]
[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
0.0981482 -0.45337474 -0.39381527 0.9491707 ]
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[-0.91145868 -0.19693727 0.24217169 1.21214812 0.22669757 0.77634544
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[-0.944675 -0.0784633 0.44670748 1.23798401 0.19928603 0.78272378
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[-1.03401555 0.07100839 0.09089634 1.12525219 -0.00635154 0.40964189
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oet: [ 1.80534976 1.7385164 1.71033554 1.6488036 1.72891566 1.68587564
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hidden inputs: [-5.19422217 -4.68553415 -5.69528344 -6.48598921 -6.29403338 -6.25586907
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final inputs: [-0.11260619 -0.00595784 0.03735156 0.13307601 0.0082014 0.07621527
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oet: [ 2.55233699 2.44568865 2.40237924 2.30665479 2.4315294 2.36351554
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hidden inputs: [-5.31453712 -4.87812023 -5.05697077 -5.84465512 -5.80757394 -5.84732467
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hidden Outputs: [ 0.00489547 0.00755381 0.00632456 0.00288697 0.00299571 0.0028793
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final inputs: [-0.14438449 -0.00763995 0.04380431 0.1698755 0.00961439 0.0962395
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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hidden inputs: [-4.97117571 -4.95363919 -5.64553901 -6.24262914 -6.33843274 -6.91343605
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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[-1.03401555 0.07100839 0.09089634 1.12525219 -0.00635154 0.40964189
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oet: [ 0.59164289 0.47539321 0.43020601 0.32245317 0.45957911 0.3873981
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X: [ 0. 0. 0.63884145 1.05100987 -0.21168512 0. 0.
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hidden inputs: [-2.36681089 -2.66417081 -2.91220196 -2.57262371 -2.78123281 -2.6439925
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-2.93211909 -2.94046833 -2.8625307 -3.12498833 -3.24504888 -3.05751617]
hidden Outputs: [ 0.0857388 0.06512095 0.05155366 0.07092123 0.05834679 0.06636025
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final inputs: [-1.62067191 -0.08074962 0.55937143 2.02179527 0.19074154 1.19952472
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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oet: [ 1.70632778 0.16640549 -0.47371556 -1.9361394 -0.10508567 -1.11386885
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X: [ 1. 0. 0.63884145 -0.08930106 0.03189788 0. 1.
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hidden inputs: [-4.07115478 -4.64777185 -5.20806567 -5.27864972 -5.52604568 -5.60556198
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hidden Outputs: [ 0.01677159 0.00949197 0.00544247 0.00507344 0.00396591 0.00366388
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final inputs: [-0.22024062 -0.01021638 0.0689592 0.26805427 0.01561758 0.15512095
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oet: [ 1.72826495 1.51824071 1.43906513 1.23997006 1.49240675 1.35290337
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hidden Outputs: [ 0.00597026 0.00654122 0.00392527 0.00240144 0.0020585 0.00186174
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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[-1.15482989 0.13158735 0.5292653 1.22065312 0.0671636 0.8347644
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oet: [-0.82010898 -0.92590246 -0.96907695 -1.06656863 -0.94138917 -1.01010245
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X: [ 1. 0. 0.01564651 -0.60762422 0.51988127 1. 0.
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hidden inputs: [-5.36143585 -5.05522245 -5.44564045 -6.30271844 -6.3164122 -6.66950438
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hidden Outputs: [ 0.00467223 0.00633555 0.00429654 0.00182797 0.00180316 0.00126742
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final inputs: [-0.11073547 -0.00710996 0.03269403 0.13089677 0.00618608 0.0747488
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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oet: [ 0.49960942 0.39598392 0.35617992 0.25797718 0.38268788 0.31412515
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...,
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hidden inputs: [-2.35765971 -3.45191367 -3.07720751 -3.06809815 -3.46867451 -3.61994333
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-3.08222081 -3.05223738 -3.85144551 -3.35597592 -2.93172655 -3.46306559]
hidden Outputs: [ 0.08645886 0.03071184 0.04405728 0.04444252 0.0302168 0.02608551
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0.04384662 0.04512098 0.02080687 0.03370002 0.05060731 0.0303816 ]
final inputs: [-1.16975186 -0.07008849 0.36705292 1.44521934 0.10263544 0.83188701
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hidden inputs: [-3.24925607 -3.66877574 -4.20057625 -5.14051819 -4.77207078 -5.65959665
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-4.55436532 -5.38160424 -4.95454422 -4.7966246 -4.49787864 -4.640413 ]
hidden Outputs: [ 0.03735363 0.02487322 0.01476565 0.00582058 0.00839182 0.00347183
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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[-1.15482989 0.13158735 0.5292653 1.22065312 0.0671636 0.8347644
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oet: [ 1.12006502 0.73368014 0.58306499 0.21676732 0.6836924 0.42531902
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X: [ 0. 0. 0.11951233 1.05100987 -0.21168512 0. 1.
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[-1.31821697 0.07871065 -0.09637139 ..., -0.47903275 -0.29619877
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...,
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[-1.43001518 -0.14127769 -0.28573763 ..., -0.49607387 -0.26802302
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[-1.39952645 -0.04212892 -0.18742676 ..., -0.5237463 -0.55078614
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hidden inputs: [-3.01424928 -2.97311503 -3.32317649 -3.42768669 -3.47045791 -3.35858042
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-3.56415023 -3.8704892 -3.2273117 -3.93226293 -2.97488464 -3.52832485]
hidden Outputs: [ 0.04678627 0.04865533 0.0347846 0.0314413 0.03016458 0.03361531
0.05720995 0.05873705 0.03782355 0.04555462 0.04021273 0.02516693
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0.06099532 0.02768659 0.0829091 0.07272395 0.0359042 0.02596364
0.02754105 0.0204224 0.03815077 0.01922252 0.04857349 0.02851696]
final inputs: [-1.01804417 -0.03882431 0.36837638 1.28347228 0.12995899 0.739149
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
0.0981482 -0.45337474 -0.39381527 0.9491707 ]
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[-0.944675 -0.0784633 0.44670748 1.23798401 0.19928603 0.78272378
-0.0139123 -0.42460222 -0.76047944 0.98999251]
[-1.29998212 -0.10365169 0.44658724 1.20003775 0.15006514 0.72195596
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[-1.03401555 0.07100839 0.09089634 1.12525219 -0.00635154 0.40964189
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[-0.54812845 0.16002542 0.08506205 0.94057965 0.01865824 0.28636758
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[-1.15482989 0.13158735 0.5292653 1.22065312 0.0671636 0.8347644
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oet: [ 0.77842973 -0.20079013 -0.60799082 -1.52308672 -0.36957343 -0.97876344
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X: [ 0. 0. -0.39981678 1.62116534 0.27629827 0. 0.
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[[-1.21012372 -0.16274216 -0.06369085 ..., -0.42078924 -0.59544712
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[-1.31821697 0.07871065 -0.09637139 ..., -0.47903275 -0.29619877
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[-1.39697958 -0.27362182 -0.18223808 ..., -0.29869226 -0.53205949
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...,
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[-1.39952645 -0.04212892 -0.18742676 ..., -0.5237463 -0.55078614
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hidden inputs: [-2.16820313 -1.39960832 -1.78081967 -1.79627079 -1.16993903 -1.80235716
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-1.7822621 -1.99664707 -1.54907868 -1.59009973 -1.44620476 -2.09350358]
hidden Outputs: [ 0.10264242 0.19787827 0.14420195 0.14230563 0.23686601 0.14156437
0.13400971 0.15726626 0.18303598 0.1748972 0.18647568 0.14292012
0.11400585 0.19172648 0.05118924 0.11638125 0.1867963 0.22413786
0.19156499 0.14770053 0.19919269 0.1184275 0.16188243 0.15134561
0.14402404 0.11955541 0.17521937 0.16936987 0.19058634 0.10972984]
final inputs: [-4.13717997 -0.31513879 1.44998716 5.13527496 0.49203479 3.05773524
-0.10936741 -2.39651778 -3.71623579 3.81986995]
[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
0.0981482 -0.45337474 -0.39381527 0.9491707 ]
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[-0.944675 -0.0784633 0.44670748 1.23798401 0.19928603 0.78272378
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hidden inputs: [-4.50808625 -4.57036907 -4.7454487 -4.87141381 -5.22964202 -5.11026092
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hidden Outputs: [ 0.01089942 0.01024803 0.00861628 0.00760426 0.00532691 0.00599831
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oet: [-0.74848295 -1.01330262 -1.11225615 -1.36598384 -1.05331547 -1.21837176
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X: [ 1. 0. -1.02301172 1.93215924 -0.82146002 1. 0.
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hidden inputs: [-4.08651484 -4.29376321 -4.45217103 -4.89286922 -5.14932814 -4.34575469
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-4.06816646 -5.10506808 -4.71362397 -4.72531744 -4.74866127 -4.46882649]
hidden Outputs: [ 0.01652017 0.01346954 0.01151901 0.00744404 0.00576982 0.01279587
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final inputs: [-0.31481551 -0.02254927 0.10197465 0.38047553 0.02344141 0.21908026
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oet: [-0.718679 -1.01094524 -1.13546915 -1.41397004 -1.05693592 -1.25257477
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hidden inputs: [-3.962158 -3.12382346 -4.18345774 -3.92185106 -4.0646294 -4.55027405
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hidden Outputs: [ 0.01866694 0.04213519 0.01501676 0.0194198 0.01687954 0.01045387
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final inputs: [-0.56585985 -0.04269411 0.1788478 0.66736793 0.04833497 0.38938688
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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final inputs: [-0.09785152 -0.00435407 0.03548225 0.1215379 0.0090766 0.0692961
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oet: [ 1.82639809 1.73290065 1.69306432 1.60700867 1.71946998 1.65925048
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hidden inputs: [-3.73236342 -3.99081181 -3.80114162 -4.3969911 -4.52841064 -4.38304922
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hidden Outputs: [ 0.02337665 0.01814922 0.02185685 0.01216454 0.01068248 0.01233322
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oet: [-0.20752488 -0.62959002 -0.80392066 -1.20819975 -0.69723157 -0.97396732
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hidden inputs: [-4.862027 -5.0852055 -5.57116858 -6.57192159 -6.747754 -6.98702058
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hidden Outputs: [ 0.00767542 0.00614956 0.0037916 0.00139715 0.00117214 0.00092294
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final inputs: [-0.10331223 -0.00402976 0.03284484 0.1264753 0.00739506 0.07216791
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hidden inputs: [-3.49127405 -3.80052991 -4.66096405 -5.37263272 -5.11664827 -5.45234334
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-3.63451323 -3.97611755 -3.99069212 -3.70142146 -3.79277534 -4.04218974]
hidden Outputs: [ 0.03394211 0.0451597 0.02061087 0.01635425 0.01653554 0.01546993
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oet: [-0.39274025 -0.97967122 -1.23686075 -1.77630339 -1.07692949 -1.46351407
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hidden inputs: [-3.40325824 -3.80691149 -3.89570953 -4.71570334 -4.99360536 -4.76370602
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hidden Outputs: [ 0.03219379 0.02173384 0.01992391 0.00887411 0.0067355 0.00846171
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final inputs: [-0.44420323 -0.03134819 0.13720862 0.52233098 0.03292483 0.30156518
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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oet: [-0.47903016 -0.8918852 -1.06044201 -1.44556437 -0.95615822 -1.22479857
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...,
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[-1.39952645 -0.04212892 -0.18742676 ..., -0.5237463 -0.55078614
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hidden inputs: [-4.13579039 -4.07303528 -4.83352049 -5.06643167 -5.0742261 -5.41014585
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-4.20506044 -5.07602992 -4.95361612 -5.31397753 -4.94878139 -5.24950065]
hidden Outputs: [ 0.01573836 0.01674061 0.00789562 0.00626538 0.00621703 0.00445109
0.01529189 0.01937991 0.0104712 0.01458213 0.0106922 0.02063708
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final inputs: [-0.26572081 -0.01262902 0.08566918 0.32212398 0.02110261 0.185076
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oet: [-0.66853869 -0.92163048 -1.01992868 -1.25638348 -0.95536211 -1.1193355
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hidden inputs: [-4.03947833 -4.07460442 -4.63297536 -5.05038283 -5.29782409 -5.15312912
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hidden Outputs: [ 0.01730202 0.0167148 0.0096321 0.00636609 0.00497757 0.00574805
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final inputs: [-0.32002766 -0.0174288 0.10331449 0.38573311 0.02718941 0.21845549
-0.01392689 -0.18502888 -0.27657908 0.30294543]
[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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[-1.03401555 0.07100839 0.09089634 1.12525219 -0.00635154 0.40964189
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[-1.15482989 0.13158735 0.5292653 1.22065312 0.0671636 0.8347644
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oet: [-0.70244073 -1.00503959 -1.12578289 -1.4082015 -1.0496578 -1.24092389
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X: [ 0. 0. 0.63884145 1.93215924 0.51988127 0. 0.
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[[-1.21012372 -0.16274216 -0.06369085 ..., -0.42078924 -0.59544712
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...,
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[-1.39952645 -0.04212892 -0.18742676 ..., -0.5237463 -0.55078614
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hidden inputs: [-2.6011951 -1.7495641 -2.12920375 -2.60616388 -2.37337861 -2.20398216
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-2.12816114 -2.59031428 -1.98720972 -2.47999678 -1.84969981 -2.07871359]
hidden Outputs: [ 0.06906155 0.14810219 0.10629061 0.06874278 0.08522537 0.09939346
0.07627453 0.11208638 0.12043009 0.1603258 0.08348113 0.06147528
0.08395554 0.09114517 0.06309049 0.09281214 0.09634181 0.07594066
0.11698478 0.08887041 0.12709834 0.1069397 0.1671537 0.08770907
0.10638969 0.06976438 0.12055237 0.07727243 0.13590815 0.11118303]
final inputs: [-2.61894634 -0.14113711 0.92127599 3.28218247 0.32826555 1.9288113
-0.09176212 -1.52231898 -2.34484426 2.40964191]
[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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[-0.944675 -0.0784633 0.44670748 1.23798401 0.19928603 0.78272378
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[-1.03401555 0.07100839 0.09089634 1.12525219 -0.00635154 0.40964189
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[-0.54812845 0.16002542 0.08506205 0.94057965 0.01865824 0.28636758
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[-1.15482989 0.13158735 0.5292653 1.22065312 0.0671636 0.8347644
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oet: [ 2.16983577 -0.30797346 -1.37038656 -3.73129304 -0.77737612 -2.37792187
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X: [ 0. 0. -1.54234083 0.63635135 -0.45608552 1. 0.
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[[-1.21012372 -0.16274216 -0.06369085 ..., -0.42078924 -0.59544712
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[-1.31821697 0.07871065 -0.09637139 ..., -0.47903275 -0.29619877
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...,
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[-1.39952645 -0.04212892 -0.18742676 ..., -0.5237463 -0.55078614
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hidden inputs: [-2.8570715 -2.66772031 -2.91141051 -2.99995393 -2.90006589 -2.65650946
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-2.74272067 -3.12655869 -2.71350168 -2.66125659 -2.69412052 -3.00117032]
hidden Outputs: [ 0.05431693 0.06490519 0.05159237 0.04742795 0.05215031 0.06558893
0.07104996 0.07960166 0.14739558 0.07458678 0.04533082 0.05479201
0.04044069 0.04900903 0.04139354 0.06643037 0.07482329 0.04140609
0.05168254 0.05842239 0.0779713 0.08012141 0.07472231 0.03316226
0.06049908 0.04202493 0.06218134 0.0652986 0.06332118 0.04737303]
final inputs: [-1.61422045 -0.13289259 0.541392 1.98187769 0.16815571 1.13368077
-0.08116731 -0.97503533 -1.43230185 1.46957974]
[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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[-0.944675 -0.0784633 0.44670748 1.23798401 0.19928603 0.78272378
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[-1.15482989 0.13158735 0.5292653 1.22065312 0.0671636 0.8347644
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oet: [ 0.586239 -0.89508887 -1.56937346 -3.00985915 -1.19613716 -2.16166222
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X: [ 0. 1. -0.9191459 -0.91861811 2.10644035 0. 0.
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[[-1.21012372 -0.16274216 -0.06369085 ..., -0.42078924 -0.59544712
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hidden inputs: [-3.19304348 -2.82763561 -3.76227914 -3.91572145 -3.90018727 -4.48654299
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-3.84455237 -4.27505032 -3.70337755 -4.49768589 -3.67943847 -4.201102 ]
hidden Outputs: [ 0.03942835 0.05584894 0.02270332 0.01953687 0.01983666 0.01113414
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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[-1.15482989 0.13158735 0.5292653 1.22065312 0.0671636 0.8347644
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oet: [ 0.74082576 0.09949159 -0.17474135 -0.75818207 -0.00416147 -0.41842533
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X: [ 1. 0. -0.81528007 0.94734524 -0.69966852 1. 0.
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...,
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[-1.43001518 -0.14127769 -0.28573763 ..., -0.49607387 -0.26802302
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[-1.39952645 -0.04212892 -0.18742676 ..., -0.5237463 -0.55078614
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hidden inputs: [-3.8887738 -4.46738578 -4.27660011 -4.44665599 -5.11884846 -4.27644883
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-3.96107916 -4.51372332 -4.69842917 -4.49487213 -4.62168172 -4.71464163]
hidden Outputs: [ 0.0200598 0.01134705 0.01369952 0.01158197 0.00594733 0.01370157
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0.01868671 0.01083882 0.00902734 0.0110428 0.00974043 0.00888345]
final inputs: [-0.38235665 -0.02134601 0.11778174 0.46162192 0.02987921 0.25963718
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[-0.91145868 -0.19693727 0.24217169 1.21214812 0.22669757 0.77634544
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[-0.944675 -0.0784633 0.44670748 1.23798401 0.19928603 0.78272378
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[-1.03401555 0.07100839 0.09089634 1.12525219 -0.00635154 0.40964189
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[-0.54812845 0.16002542 0.08506205 0.94057965 0.01865824 0.28636758
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[-1.15482989 0.13158735 0.5292653 1.22065312 0.0671636 0.8347644
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oet: [ 0.13722916 -0.22378148 -0.36290923 -0.70674941 -0.2750067 -0.50476467
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X: [ 0. 0. -1.02301172 -1.9034321 -1.55384381 0. 0.
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[-1.31821697 0.07871065 -0.09637139 ..., -0.47903275 -0.29619877
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[-1.39952645 -0.04212892 -0.18742676 ..., -0.5237463 -0.55078614
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hidden inputs: [-2.8010822 -2.7173587 -3.43049594 -3.73166847 -3.41726307 -4.31691115
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-3.67390505 -3.88960148 -4.0640461 -3.45426264 -3.21248538 -4.2299197 ]
hidden Outputs: [ 0.05726572 0.0619568 0.03135587 0.02339252 0.03176029 0.01316539
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0.04928332 0.0335837 0.05286381 0.02656406 0.02904827 0.02371695
0.02474911 0.02004354 0.01688922 0.03064199 0.03869857 0.01434479]
final inputs: [-0.87218226 -0.0549788 0.28820061 1.04630314 0.08206173 0.6213783
-0.03711075 -0.49426415 -0.73955513 0.8043475 ]
[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
0.0981482 -0.45337474 -0.39381527 0.9491707 ]
[-0.87826925 -0.05752414 0.48659309 0.92729568 0.09723791 0.92988022
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[-0.944675 -0.0784633 0.44670748 1.23798401 0.19928603 0.78272378
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oet: [ 0.23469705 0.15534647 0.12566211 0.05103883 0.14600014 0.09440477
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hidden inputs: [-3.84305718 -3.37000803 -3.7756591 -4.13599569 -4.29619993 -4.47100834
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hidden Outputs: [ 0.02097847 0.03324605 0.02240833 0.01573519 0.0134372 0.01130648
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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oet: [ 5.41309681e-04 -4.65910022e-01 -6.48209917e-01 -1.09145098e+00
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hidden inputs: [-2.93464389 -2.93885352 -3.91653215 -3.81548072 -3.79596532 -4.38895215
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-3.84506139 -4.05480021 -3.83083701 -3.99115279 -4.03004028 -4.35512443]
hidden Outputs: [ 0.05046732 0.05026598 0.01952135 0.02155239 0.02196779 0.01226152
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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hidden Outputs: [ 0.02401722 0.03565469 0.01868339 0.01204445 0.01154005 0.01252023
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oet: [-0.49636814 -0.97473171 -1.16955724 -1.62547041 -1.04316066 -1.36180133
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hidden inputs: [-4.74351073 -5.0408323 -5.63574393 -6.20078488 -6.50586103 -6.28235841
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hidden Outputs: [ 0.00863285 0.00642679 0.00355534 0.00202373 0.00149242 0.0018655
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oet: [-0.89361423 -1.01269372 -1.06033275 -1.17434085 -1.02732387 -1.10639883
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hidden inputs: [-3.07009287 -3.38460054 -3.08347165 -3.24231611 -3.64983854 -3.31822339
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hidden Outputs: [ 0.04435789 0.03278022 0.04379421 0.03760398 0.02533669 0.03495128
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final inputs: [-1.01249997 -0.06229058 0.30826261 1.23387122 0.08304769 0.71281038
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hidden inputs: [-2.18039541 -2.30497619 -2.16677531 -2.46625827 -2.20442409 -2.20754405
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hidden Outputs: [ 0.10152485 0.09071167 0.10277401 0.07825771 0.09935391 0.09907507
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final inputs: [-2.51405691 -0.14540958 0.81871011 3.06175558 0.29579497 1.7836844
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oet: [ 3.9890029 1.62035558 0.65623588 -1.58680958 1.17915102 -0.30873841
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hidden inputs: [-4.50231852 -4.71304827 -4.40689409 -4.69776391 -5.28732052 -4.9062934
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hidden Outputs: [ 0.01096178 0.00889749 0.01204611 0.00903329 0.00502986 0.00734551
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final inputs: [-0.25684198 -0.01308565 0.08371902 0.31103522 0.02592798 0.17888424
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oet: [-0.69946974 -0.94322607 -1.04003075 -1.26734694 -0.98223971 -1.13519596
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X: [ 1. 0. 1.67749968 -0.34846264 -1.55384381 0. 0.
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hidden inputs: [-4.78193082 -4.52966567 -5.15318749 -6.2650978 -6.18389697 -6.26437483
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hidden Outputs: [ 0.00831017 0.01066922 0.00574772 0.00189792 0.00205813 0.00189929
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final inputs: [-0.12950023 -0.00696114 0.04329573 0.15486313 0.0092912 0.09003867
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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oet: [ 0.72235725 0.59981816 0.5495613 0.4379939 0.58356582 0.50281836
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hidden inputs: [-3.49948285 -3.37988059 -3.35613055 -4.29223305 -3.56152833 -3.93510861
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hidden Outputs: [ 0.02932695 0.0329302 0.03369498 0.01348989 0.02761136 0.01916895
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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hidden inputs: [-4.4877567 -4.26779714 -4.95824179 -5.11305689 -5.60225404 -4.83733033
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hidden Outputs: [ 0.01112078 0.01381898 0.00697626 0.00598166 0.00367598 0.00786583
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final inputs: [-0.21604338 -0.01036 0.07536364 0.27092913 0.02439317 0.15726652
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oet: [-0.81193808 -1.01762146 -1.10334509 -1.29891058 -1.05237463 -1.18524797
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hidden inputs: [-3.44764087 -3.74543946 -4.14348742 -4.57983536 -4.53473924 -5.10280528
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hidden Outputs: [ 0.03083929 0.02307997 0.01561958 0.01015246 0.0106158 0.00604293
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final inputs: [-0.50000642 -0.03935764 0.15137528 0.59403563 0.03157267 0.33685069
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oet: [-0.07039138 -0.53104016 -0.72177308 -1.16443343 -0.60197047 -0.90724849
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hidden inputs: [-3.24403558 -3.11316044 -3.99794648 -3.66339272 -3.38445785 -4.47949131
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hidden Outputs: [ 0.0375418 0.04256765 0.01802252 0.02500412 0.03278474 0.01121204
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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[-1.15482989 0.13158735 0.5292653 1.22065312 0.0671636 0.8347644
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oet: [-0.08897041 -0.73493715 -0.98928992 -1.5959351 -0.84250178 -1.25523877
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X: [ 1. 0. 0.74270727 0.1180282 -0.45608552 0. 1.
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...,
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hidden inputs: [-5.20998859 -5.18981852 -6.49316283 -6.61249544 -7.01780431 -6.9282275
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-6.01424011 -7.05816274 -6.55743065 -7.14045868 -6.46308741 -6.3258853 ]
hidden Outputs: [ 0.00543207 0.00554213 0.00151147 0.00134167 0.00089499 0.00097878
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final inputs: [-0.07654033 -0.00392776 0.02566606 0.09244791 0.00527949 0.05251538
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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oet: [ 0.58670151 0.51408894 0.48449512 0.41771328 0.5048817 0.45764581
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hidden inputs: [-3.64678417 -3.40810721 -3.89676362 -4.37441587 -4.47539253 -4.81502517
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-3.92889493 -5.00811551 -4.34407599 -5.11138359 -4.49939061 -4.80851008]
hidden Outputs: [ 0.02541223 0.03204305 0.01990334 0.01243882 0.01125758 0.00804182
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0.01928612 0.00663911 0.01281709 0.00599162 0.01099357 0.00809396]
final inputs: [-0.48635164 -0.02609263 0.15302595 0.58174445 0.0366245 0.33985946
-0.0173403 -0.27895236 -0.4215525 0.45938269]
[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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hidden Outputs: [ 0.04206335 0.03857264 0.02852469 0.02727699 0.01895029 0.02776319
0.05107797 0.04994415 0.03234907 0.0341508 0.03960795 0.0369187
0.02118042 0.01671736 0.01991467 0.0350227 0.05532964 0.02790297
0.03427905 0.02829639 0.08512281 0.04332978 0.03464478 0.02629896
0.02926255 0.01564563 0.02749021 0.03060119 0.02902876 0.02949829]
final inputs: [-0.88058566 -0.04740284 0.30857862 1.07922734 0.09086614 0.6177929
-0.02220731 -0.51177641 -0.75976475 0.82302819]
[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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[-1.07876012 0.02054405 0.1724699 1.00261065 0.08537749 0.55185752
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[-0.91145868 -0.19693727 0.24217169 1.21214812 0.22669757 0.77634544
-0.2066476 -0.71420293 -1.02638433 0.86086037]
[-0.944675 -0.0784633 0.44670748 1.23798401 0.19928603 0.78272378
-0.0139123 -0.42460222 -0.76047944 0.98999251]
[-1.29998212 -0.10365169 0.44658724 1.20003775 0.15006514 0.72195596
-0.12395973 -0.58980816 -1.02898273 0.77942923]
[-1.03401555 0.07100839 0.09089634 1.12525219 -0.00635154 0.40964189
-0.07185978 -0.4011078 -0.72666783 0.8840859 ]
[-0.54812845 0.16002542 0.08506205 0.94057965 0.01865824 0.28636758
0.10138711 -0.57245618 -0.76564437 0.75915881]
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[-0.52390308 0.13343983 0.14323694 1.13254364 -0.26831477 0.6255211
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[-0.71859552 -0.06357975 0.6022351 1.03838394 0.60328349 0.90742889
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[-0.81622251 -0.27453764 0.40293883 1.43962211 0.23705398 0.87022777
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[-0.92871998 0.15521929 0.46187356 0.86765046 0.05518025 0.45351505
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[-0.86069627 -0.26936423 0.38463607 1.30310934 0.07632189 0.92335876
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[-0.87337772 -0.19788124 0.0515888 1.11218033 0.12659374 0.70531664
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[-0.88147502 -0.17032714 0.5832301 0.8559952 0.05547831 0.41725557
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[-0.36014015 0.20336005 0.38731532 1.31509931 0.61515055 0.50843023
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[-0.9917846 -0.18970556 0.42047225 1.39736093 -0.00250864 0.44343731
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[-0.62360573 -0.05005363 0.56695161 1.01715346 -0.02800014 0.66735665
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[-0.8608794 -0.24914139 0.37641887 1.29620325 0.042291 0.62006342
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[-1.0538387 0.11482402 -0.01089902 1.20340487 0.26400056 0.5345629
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[-1.15482989 0.13158735 0.5292653 1.22065312 0.0671636 0.8347644
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oet: [ 0.68507567 -0.14810715 -0.50408861 -1.27473733 -0.28637613 -0.81330289
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[-1.63367853 -0.08303179 0.5552902 2.0326889 0.19352982 1.19374862
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X: [ 0. 0. -0.29595096 0.22169283 2.22823185 0. 0.
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[[-1.21012372 -0.16274216 -0.06369085 ..., -0.42078924 -0.59544712
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[-1.31821697 0.07871065 -0.09637139 ..., -0.47903275 -0.29619877
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...,
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[-1.39952645 -0.04212892 -0.18742676 ..., -0.5237463 -0.55078614
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hidden inputs: [-2.28802545 -2.76651916 -2.8243256 -2.78657898 -2.8972046 -2.61271968
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-2.75629519 -3.26737585 -3.03561275 -3.18336614 -3.03447885 -3.0361589 ]
hidden Outputs: [ 0.09211956 0.05916046 0.05602373 0.05805375 0.05229192 0.06832428
0.09869393 0.10537691 0.04043324 0.04630591 0.1030544 0.04412522
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0.04945849 0.05234522 0.08909671 0.08383561 0.06473511 0.06642546
0.0597321 0.03670751 0.04584269 0.0397965 0.04589232 0.04581881]
final inputs: [-1.63367853 -0.08303179 0.5552902 2.0326889 0.19352982 1.19374862
-0.04469131 -0.93332448 -1.45515155 1.56228839]
[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
0.0981482 -0.45337474 -0.39381527 0.9491707 ]
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[-0.944675 -0.0784633 0.44670748 1.23798401 0.19928603 0.78272378
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[-1.03401555 0.07100839 0.09089634 1.12525219 -0.00635154 0.40964189
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[-1.15482989 0.13158735 0.5292653 1.22065312 0.0671636 0.8347644
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oet: [ 1.79651719 0.24587044 -0.39245154 -1.86985024 -0.03069117 -1.03090997
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X: [ 0. 1. -0.9191459 -0.91861811 0.03189788 1. 0.
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[[-1.21012372 -0.16274216 -0.06369085 ..., -0.42078924 -0.59544712
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[-1.31821697 0.07871065 -0.09637139 ..., -0.47903275 -0.29619877
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...,
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[-1.39952645 -0.04212892 -0.18742676 ..., -0.5237463 -0.55078614
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hidden inputs: [-3.43843038 -3.26814757 -3.85822881 -4.02110485 -4.42895849 -4.88544304
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-3.83466533 -4.2345904 -4.26819985 -4.20167877 -4.16763788 -4.18948964]
hidden Outputs: [ 0.03111577 0.03668023 0.02066912 0.01761721 0.01178633 0.00749911
0.03449404 0.02737548 0.03703277 0.02377874 0.01623116 0.0407489
0.01115525 0.01812701 0.00641721 0.0147912 0.04199614 0.01345846
0.0184939 0.01052605 0.04295881 0.02346409 0.01420062 0.0109154
0.02115151 0.0142789 0.01381349 0.01474962 0.01525256 0.0149278 ]
final inputs: [-0.54586773 -0.04358782 0.17678465 0.65081738 0.03795985 0.37536464
-0.02617346 -0.32131851 -0.46773275 0.49911255]
[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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oet: [-0.39390482 -0.89618474 -1.11655721 -1.59058994 -0.97773241 -1.31513719
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hidden inputs: [-3.5797071 -3.06959527 -3.59674988 -3.98690122 -3.47632989 -4.08804092
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hidden Outputs: [ 0.02712745 0.04437899 0.02668127 0.01821904 0.02999327 0.0164954
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oet: [-0.25046906 -0.89237147 -1.16520882 -1.74269391 -0.99338341 -1.40661087
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...,
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hidden inputs: [-4.98526802 -4.62187225 -5.0351252 -6.13676313 -5.65353761 -6.03858005
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hidden Outputs: [ 0.00679151 0.00973859 0.00646334 0.00215725 0.00349285 0.00237927
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0.003455 0.00436528 0.01477149 0.0061743 0.00597074 0.00335841
0.00572604 0.00197148 0.0036777 0.00135511 0.00392398 0.00270789]
final inputs: [-0.14215431 -0.00790031 0.04492862 0.16705459 0.0104448 0.09573672
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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[-1.15482989 0.13158735 0.5292653 1.22065312 0.0671636 0.8347644
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oet: [ 3.55218298 3.41792897 3.36510004 3.24297407 3.39958386 3.31429194
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X: [ 0. 0. 0.53497563 0.53268672 -0.82146002 0. 0.
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[[-1.21012372 -0.16274216 -0.06369085 ..., -0.42078924 -0.59544712
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[-1.31821697 0.07871065 -0.09637139 ..., -0.47903275 -0.29619877
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[-1.39697958 -0.27362182 -0.18223808 ..., -0.29869226 -0.53205949
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...,
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[-1.39952645 -0.04212892 -0.18742676 ..., -0.5237463 -0.55078614
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hidden inputs: [-3.824558 -3.24822885 -4.1105195 -4.5314385 -4.61146965 -4.12751453
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-3.44274251 -4.45180091 -3.77940337 -3.64478432 -3.98053211 -4.38826279]
hidden Outputs: [ 0.02136179 0.03739058 0.01613466 0.01065052 0.00983943 0.01586708
0.02736705 0.04498266 0.03746079 0.02506739 0.02002278 0.02649756
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0.01597257 0.01307612 0.03839735 0.0266904 0.02519952 0.01361356
0.03098603 0.01152322 0.02232646 0.0254618 0.01833331 0.01226987]
final inputs: [-0.56229281 -0.03701129 0.18844815 0.68658093 0.05224461 0.39046183
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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hidden inputs: [-3.03536115 -2.92770043 -3.70998363 -4.08909487 -3.74087373 -4.65866125
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hidden Outputs: [ 0.0458537 0.0508011 0.02389307 0.01647831 0.02318314 0.00939013
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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hidden inputs: [-4.85360999 -4.73408825 -5.83024857 -5.5256118 -5.8225037 -6.23009012
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hidden Outputs: [ 0.0077398 0.00871386 0.00292874 0.00396763 0.00295145 0.0019654
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final inputs: [-0.12771613 -0.00743378 0.04221298 0.15297843 0.01135514 0.08980397
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oet: [-0.45370778 -0.57399014 -0.62363689 -0.73440234 -0.59277905 -0.67122788
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hidden inputs: [-4.02897727 -3.67779645 -4.31742225 -4.88052853 -4.91390904 -5.06303895
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-4.00777769 -5.21285679 -4.66746866 -4.79518004 -4.16824609 -4.45321315]
hidden Outputs: [ 0.01748148 0.02465536 0.01315875 0.00753578 0.00729019 0.00628653
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0.01140447 0.01361648 0.0336187 0.02061333 0.01084089 0.00768928
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final inputs: [-0.38805657 -0.01844726 0.12532737 0.47235457 0.03411357 0.26908376
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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hidden Outputs: [ 0.01234917 0.00932781 0.00532913 0.001446 0.00161291 0.00152992
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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oet: [ 1.01981347 0.87320048 0.80828833 0.67263385 0.85304632 0.75598194
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...,
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hidden inputs: [-4.13668179 -4.47590338 -4.60906161 -5.07133922 -5.43362745 -5.07857678
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-5.02361857 -5.35575645 -5.19724786 -5.33717696 -5.01923835 -4.99308573]
hidden Outputs: [ 0.01572456 0.01125189 0.00986292 0.00623489 0.00434824 0.00619021
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final inputs: [-0.25481485 -0.01219074 0.08471698 0.3148437 0.02256981 0.18100777
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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oet: [ 0.0041743 -0.23844981 -0.33535754 -0.56548425 -0.27321037 -0.43164832
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hidden inputs: [-2.32016568 -2.45421609 -2.19149472 -2.83896995 -2.42883467 -2.69483353
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-2.5236568 -2.72297995 -2.58895827 -2.47013811 -2.33873456 -3.0207584 ]
hidden Outputs: [ 0.08946656 0.07913078 0.10051687 0.05525428 0.08100017 0.06327891
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final inputs: [-2.16758762 -0.12349236 0.73538707 2.65287969 0.24446469 1.55306308
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hidden inputs: [-3.62224527 -3.5843081 -4.48061387 -4.8899922 -4.94852394 -5.42712335
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hidden inputs: [-3.52752416 -3.86100678 -4.31047024 -4.56150189 -5.08723333 -5.23218121
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hidden inputs: [-5.15280908 -4.81517675 -6.24678952 -6.55220431 -6.4525392 -6.7032508
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hidden Outputs: [ 0.00574988 0.00804061 0.00193292 0.00142493 0.00157403 0.00122541
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final inputs: [-0.10313787 -0.00660579 0.03489686 0.12536212 0.00843734 0.071451
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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oet: [-0.82560858 -0.92214066 -0.96364331 -1.05410857 -0.93718378 -1.00019745
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hidden inputs: [-3.44977977 -4.01405978 -4.22381436 -4.59709903 -4.52033897 -5.24247717
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hidden Outputs: [ 0.03077543 0.01773955 0.01443137 0.00998043 0.01076812 0.00525934
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final inputs: [-0.41462428 -0.02439458 0.12683717 0.49714592 0.02532634 0.28377134
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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hidden Outputs: [ 0.00828315 0.00910372 0.00617747 0.00241946 0.00341226 0.00176261
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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[-1.03401555 0.07100839 0.09089634 1.12525219 -0.00635154 0.40964189
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oet: [ 0.85105699 0.70705122 0.6472777 0.51381396 0.68749427 0.59277241
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X: [ 1. 0. 0.63884145 1.05100987 -1.55384381 0. 1.
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hidden inputs: [-4.29619062 -4.32349107 -4.9481115 -5.10661417 -5.36961489 -4.91840984
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hidden Outputs: [ 0.01343732 0.01308018 0.00704679 0.00602009 0.00463435 0.00725769
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final inputs: [-0.24528862 -0.01252502 0.08367115 0.30086697 0.02274344 0.17358188
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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oet: [ 0.55146673 0.31870313 0.22250696 0.00531114 0.28343468 0.13259623
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...,
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hidden inputs: [-4.06160992 -3.8669223 -4.09853816 -4.49085178 -4.7605844 -4.97820307
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hidden Outputs: [ 0.01692972 0.02049388 0.01632596 0.0110868 0.00848794 0.00683933
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final inputs: [-0.39053291 -0.02392209 0.12105388 0.46858534 0.03354059 0.26598201
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[-1.15482989 0.13158735 0.5292653 1.22065312 0.0671636 0.8347644
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oet: [-0.59885715 -0.96546797 -1.11044394 -1.45797541 -1.02293065 -1.25537207
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hidden inputs: [-3.62740193 -3.7206922 -4.50111794 -5.28799437 -5.23009308 -5.2225067
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-4.64064041 -5.13300718 -4.81310503 -5.53505887 -4.72405514 -4.84821118]
hidden Outputs: [ 0.0258967 0.02364459 0.0109748 0.00502649 0.00532452 0.00536485
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final inputs: [-0.32802049 -0.01896212 0.10834856 0.39807242 0.02717866 0.22852677
-0.01164866 -0.18776189 -0.28013723 0.31335433]
[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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[-1.29998212 -0.10365169 0.44658724 1.20003775 0.15006514 0.72195596
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[-1.03401555 0.07100839 0.09089634 1.12525219 -0.00635154 0.40964189
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[-0.81622251 -0.27453764 0.40293883 1.43962211 0.23705398 0.87022777
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[-1.15482989 0.13158735 0.5292653 1.22065312 0.0671636 0.8347644
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oet: [ 1.34538283 1.03632446 0.90901378 0.61928992 0.99018368 0.78883557
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X: [ 0. 0. -1.54234083 1.20650682 -1.55384381 1. 0.
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[[-1.21012372 -0.16274216 -0.06369085 ..., -0.42078924 -0.59544712
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[-1.31821697 0.07871065 -0.09637139 ..., -0.47903275 -0.29619877
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...,
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[-1.43001518 -0.14127769 -0.28573763 ..., -0.49607387 -0.26802302
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[-1.39952645 -0.04212892 -0.18742676 ..., -0.5237463 -0.55078614
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hidden inputs: [-2.73192361 -3.15118717 -3.08980686 -3.02581756 -3.02608498 -3.08748339
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-2.41459335 -2.82291773 -3.48486301 -2.77159786 -2.9753162 -3.0738262 ]
hidden Outputs: [ 0.06111569 0.04104453 0.04352968 0.04627306 0.04626126 0.04362652
0.08339263 0.07326868 0.10384439 0.048596 0.04929383 0.06186615
0.02575445 0.04847879 0.0445466 0.05283695 0.08178352 0.04087938
0.03738365 0.05331055 0.05837308 0.05775798 0.03517349 0.06429232
0.08206663 0.05609824 0.02974601 0.05887841 0.04855355 0.0441999 ]
final inputs: [-1.44908272 -0.1074714 0.46255552 1.75079911 0.12515125 0.99780083
-0.1027179 -0.84408984 -1.26341748 1.3086281 ]
[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
0.0981482 -0.45337474 -0.39381527 0.9491707 ]
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[-0.91145868 -0.19693727 0.24217169 1.21214812 0.22669757 0.77634544
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[-0.944675 -0.0784633 0.44670748 1.23798401 0.19928603 0.78272378
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[-1.29998212 -0.10365169 0.44658724 1.20003775 0.15006514 0.72195596
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[-1.03401555 0.07100839 0.09089634 1.12525219 -0.00635154 0.40964189
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[-0.54812845 0.16002542 0.08506205 0.94057965 0.01865824 0.28636758
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[-1.15482989 0.13158735 0.5292653 1.22065312 0.0671636 0.8347644
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oet: [ 0.70778018 -0.63383114 -1.20385806 -2.49210164 -0.86645378 -1.73910337
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X: [ 0. 0. -0.81528007 0.16986051 1.61845695 0. 1.
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[[-1.21012372 -0.16274216 -0.06369085 ..., -0.42078924 -0.59544712
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[-1.31821697 0.07871065 -0.09637139 ..., -0.47903275 -0.29619877
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[-1.39697958 -0.27362182 -0.18223808 ..., -0.29869226 -0.53205949
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...,
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[-1.39952645 -0.04212892 -0.18742676 ..., -0.5237463 -0.55078614
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hidden inputs: [-2.48879107 -2.43594498 -2.35074335 -3.17934603 -3.15525109 -2.61039672
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-2.81783456 -3.19685941 -2.81700456 -3.12232623 -2.84901848 -3.08258298]
hidden Outputs: [ 0.07664771 0.08047246 0.0870067 0.03995041 0.04088487 0.0684723
0.06596485 0.0935262 0.05707951 0.07504621 0.06205175 0.07027714
0.06721677 0.04860882 0.03764167 0.05687769 0.10940234 0.06014133
0.07480988 0.05923464 0.08625337 0.07803605 0.06039034 0.05766067
0.056368 0.03928408 0.05641217 0.04219566 0.05473208 0.04383143]
final inputs: [-1.64824167 -0.08963781 0.56845073 2.04124033 0.18359321 1.19425356
-0.05404469 -0.95143087 -1.46478139 1.56031401]
[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
0.0981482 -0.45337474 -0.39381527 0.9491707 ]
[-0.87826925 -0.05752414 0.48659309 0.92729568 0.09723791 0.92988022
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[-0.944675 -0.0784633 0.44670748 1.23798401 0.19928603 0.78272378
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[-1.29998212 -0.10365169 0.44658724 1.20003775 0.15006514 0.72195596
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hidden inputs: [-4.83327266 -4.78225895 -5.3923441 -6.00204448 -5.88971705 -6.61987342
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hidden Outputs: [ 0.00789756 0.00830746 0.00453067 0.00246759 0.00276012 0.00133182
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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oet: [ 1.1918143 1.05761204 1.00212022 0.87627546 1.03825529 0.95181826
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hidden inputs: [-4.96390662 -5.28347613 -5.40087015 -6.24485601 -6.62580339 -6.62928389
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hidden Outputs: [ 0.00693712 0.00504914 0.00449238 0.00193665 0.00132396 0.00131937
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final inputs: [-0.10704306 -0.00498318 0.03289822 0.12855193 0.00721792 0.07280731
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oet: [ 0.87080482 0.76874494 0.73086354 0.63520983 0.75654384 0.69095445
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hidden inputs: [-3.7605317 -4.12940639 -4.83229713 -5.19895399 -5.59863925 -5.51135518
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hidden Outputs: [ 0.02274212 0.01583756 0.00790521 0.00549201 0.00368924 0.00402437
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final inputs: [-0.28382648 -0.01267784 0.09231412 0.35127334 0.02384002 0.2006968
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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hidden Outputs: [ 0.04449181 0.03796626 0.01859709 0.0161776 0.01496788 0.00714388
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oet: [ 0.71262801 0.1053289 -0.1410733 -0.71255193 0.01354605 -0.3837202
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hidden inputs: [-3.9497566 -3.85581319 -3.84738332 -4.62992052 -5.16290742 -4.56847969
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hidden Outputs: [ 0.01889547 0.02071807 0.0208898 0.00966128 0.00569244 0.01026721
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final inputs: [-0.46169888 -0.02243371 0.13972848 0.55538472 0.04396958 0.31135861
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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oet: [-0.54974341 -0.98900858 -1.15117077 -1.56682701 -1.05541186 -1.32280089
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hidden inputs: [-2.31657983 -2.11046443 -2.05114774 -2.11157812 -1.94814007 -2.12437728
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-2.31658681 -2.30322516 -2.55283166 -1.75002917 -2.04251291 -2.73431154]
hidden Outputs: [ 0.0897591 0.10808389 0.11393646 0.10797657 0.12475631 0.10674996
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0.08975853 0.09085621 0.07223648 0.14804352 0.1148111 0.06097881]
final inputs: [-2.58666255 -0.18467272 0.8731959 3.15569856 0.28886223 1.86672828
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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hidden inputs: [-3.78639439 -4.09524049 -4.3856534 -4.35389669 -4.13050017 -4.14378874
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hidden inputs: [-4.46553997 -4.96715775 -5.62095873 -6.08699114 -6.13433435 -6.72480737
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hidden Outputs: [ 0.01136777 0.00691476 0.0036081 0.00226708 0.00216248 0.00119931
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oet: [ 0.48449483 0.35763027 0.307603 0.18839145 0.34486471 0.25960215
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hidden inputs: [-3.6826765 -3.64478323 -4.11346409 -4.75158284 -5.30547137 -4.96736486
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hidden Outputs: [ 0.02453828 0.02546183 0.01608798 0.00856404 0.00493983 0.00691334
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final inputs: [-0.35083118 -0.01858483 0.11492019 0.42522689 0.02814404 0.24610513
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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oet: [-0.39047136 -0.72271771 -0.85622273 -1.16652943 -0.76944658 -0.98740767
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...,
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hidden inputs: [-3.97784694 -3.6111889 -4.25584303 -4.87622824 -4.8957747 -5.03987732
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hidden Outputs: [ 0.0183817 0.02630885 0.01398284 0.00756801 0.00742261 0.00643289
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final inputs: [-0.35551672 -0.01764362 0.12005122 0.43143323 0.03080917 0.24942579
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oet: [ 1.41698351 1.07911041 0.94141557 0.63003356 1.03065762 0.812041
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hidden inputs: [-4.86278738 -4.87495395 -4.97052058 -6.32835744 -6.24028072 -6.34329657
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hidden Outputs: [ 0.00766963 0.00757759 0.00689171 0.00178178 0.00194552 0.00175541
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oet: [ 0.19216305 0.06377112 0.01538515 -0.10478697 0.04766718 -0.03433283
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...,
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hidden inputs: [-4.68118662 -4.83733413 -5.1858544 -6.15242737 -5.65746313 -6.52850185
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-5.44679861 -6.2967787 -5.71711899 -6.25463927 -5.41200424 -5.54996583]
hidden Outputs: [ 0.0091829 0.0078658 0.00556402 0.00212379 0.00347922 0.00145906
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final inputs: [-0.14304909 -0.00592432 0.04418263 0.17351265 0.00898693 0.09984317
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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oet: [ 0.75244528 0.61532051 0.56521356 0.43588354 0.60040926 0.50955303
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X: [ 0. 0. 1.88523132 -0.34846264 1.86203995 0. 0.
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...,
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hidden inputs: [-3.68739745 -3.78848944 -4.30824427 -5.01641386 -5.40344055 -5.36407365
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-4.7329226 -5.74282192 -4.757751 -5.0702835 -4.52009987 -4.79000271]
hidden Outputs: [ 0.02442553 0.02212899 0.01327847 0.00658461 0.0044809 0.00465998
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final inputs: [-0.36588436 -0.02146186 0.12137383 0.45063221 0.02966314 0.2539896
-0.00350108 -0.21844212 -0.31929093 0.35157329]
[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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hidden Outputs: [ 0.0060338 0.00558939 0.00170273 0.00169224 0.00128149 0.00080855
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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oet: [ 0.42812527 0.34362339 0.30931285 0.22996505 0.33077686 0.27771432
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hidden inputs: [-4.01831001 -3.77389833 -4.09833141 -4.38878268 -4.64335817 -4.71669115
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hidden Outputs: [ 0.01766564 0.02244694 0.01632928 0.01226357 0.00953356 0.00886543
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final inputs: [-0.38877599 -0.01900233 0.12753718 0.47085282 0.03968721 0.27178756
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oet: [-0.3084221 -0.67819576 -0.82473527 -1.16805091 -0.7368853 -0.96898565
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hidden inputs: [-3.21492575 -2.82156503 -3.92597896 -3.86293718 -3.47435694 -4.46415914
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hidden Outputs: [ 0.03860789 0.05616991 0.01934135 0.02057403 0.03005073 0.0113833
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final inputs: [-0.74931163 -0.03971578 0.26066937 0.91992789 0.08419881 0.53414075
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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hidden inputs: [-3.58296913 -3.61396245 -3.8876249 -4.31225481 -4.4323456 -4.6412151
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hidden Outputs: [ 0.02704149 0.02623789 0.0200824 0.01322602 0.01174694 0.00955381
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hidden inputs: [-4.10939833 -3.67404828 -4.35335762 -4.86518737 -4.88978886 -5.0132204
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hidden Outputs: [ 0.01615246 0.02474566 0.01270018 0.00765139 0.00746684 0.00660553
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final inputs: [-0.38231926 -0.01847931 0.12303562 0.46405552 0.03347589 0.26451048
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final inputs: [-0.38510735 -0.020052 0.13083057 0.46447622 0.03678156 0.26326381
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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[-1.03401555 0.07100839 0.09089634 1.12525219 -0.00635154 0.40964189
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oet: [-0.02541183 -0.39046717 -0.54134975 -0.8749954 -0.44730073 -0.67378298
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hidden inputs: [-4.69808302 -5.0167233 -5.60138856 -6.11299412 -6.26734821 -6.39895491
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hidden Outputs: [ 0.00903044 0.00658259 0.00367915 0.00220902 0.00189366 0.00166053
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final inputs: [-0.12411246 -0.00836238 0.03803925 0.14588276 0.00474382 0.08047185
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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oet: [-0.28089366 -0.39664374 -0.44304537 -0.55088888 -0.40974994 -0.48547797
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hidden inputs: [-4.53093418 -4.46919791 -4.88208702 -6.00017117 -5.98594824 -5.88557992
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hidden Outputs: [ 0.01065584 0.01132674 0.00752413 0.0024722 0.00250753 0.00277153
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final inputs: [-0.17845467 -0.00747323 0.0608988 0.21507732 0.01378024 0.12265201
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oet: [ 0.53425029 0.36326885 0.29489681 0.1407183 0.34201537 0.23314361
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-4.56173181 -5.06401323 -4.51619631 -5.17572534 -4.44290757 -4.98119316]
hidden Outputs: [ 0.01605364 0.0268932 0.00698702 0.00749141 0.00641667 0.00437788
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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[-1.15482989 0.13158735 0.5292653 1.22065312 0.0671636 0.8347644
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oet: [-0.64860514 -0.95515747 -1.07960338 -1.37666685 -1.00381704 -1.20705259
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X: [ 0. 0. -1.43847501 -0.40029496 1.86203995 1. 0.
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[[-1.21012372 -0.16274216 -0.06369085 ..., -0.42078924 -0.59544712
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...,
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hidden inputs: [-3.83639062 -3.75718561 -3.95932613 -4.86833968 -4.9797938 -4.75176947
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hidden Outputs: [ 0.02111582 0.02281661 0.01871888 0.00762749 0.00682853 0.00856245
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final inputs: [-0.36998071 -0.0221802 0.11676389 0.4398558 0.03013307 0.25411084
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[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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oet: [ 0.00907904 -0.33872147 -0.47766556 -0.80075747 -0.39103474 -0.61501251
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X: [ 0. 0. 0.63884145 1.62116534 -0.45608552 0. 0.
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[[-1.21012372 -0.16274216 -0.06369085 ..., -0.42078924 -0.59544712
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...,
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[-1.39952645 -0.04212892 -0.18742676 ..., -0.5237463 -0.55078614
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hidden inputs: [-3.45166744 -3.20149177 -4.36891832 -3.75519628 -4.13748453 -4.6475264
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-4.06332374 -3.97126082 -3.89518422 -4.35488716 -3.89022329 -4.55019364]
hidden Outputs: [ 0.03071917 0.03910962 0.01250654 0.02286101 0.01571214 0.00949428
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final inputs: [-0.54029729 -0.0315526 0.17761573 0.65868565 0.04714683 0.38671692
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[-1.15482989 0.13158735 0.5292653 1.22065312 0.0671636 0.8347644
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oet: [ 0.24555229 -0.2631924 -0.47236073 -0.95343065 -0.34189182 -0.68146192
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[-3.43368656 -0.22574394 1.199021 4.26528404 0.43470005 2.53319385
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hidden inputs: [-2.10390126 -1.65559999 -2.2960039 -2.05095584 -1.89324913 -1.73759029
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-1.86581257 -2.35834449 -2.09894723 -2.03340354 -1.72425669 -1.85257301]
hidden Outputs: [ 0.10871822 0.16035353 0.09145446 0.11395583 0.13087445 0.14961927
0.09094479 0.16837381 0.13081521 0.15963511 0.13648143 0.09593179
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0.13402699 0.08640479 0.10919919 0.11574013 0.15132369 0.13557108]
final inputs: [-3.43368656 -0.22574394 1.199021 4.26528404 0.43470005 2.53319385
-0.07926949 -1.98643825 -3.06742247 3.17824225]
[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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[-0.91145868 -0.19693727 0.24217169 1.21214812 0.22669757 0.77634544
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[-0.944675 -0.0784633 0.44670748 1.23798401 0.19928603 0.78272378
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[-1.03401555 0.07100839 0.09089634 1.12525219 -0.00635154 0.40964189
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[-0.71859552 -0.06357975 0.6022351 1.03838394 0.60328349 0.90742889
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[-0.92871998 0.15521929 0.46187356 0.86765046 0.05518025 0.45351505
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[-1.15482989 0.13158735 0.5292653 1.22065312 0.0671636 0.8347644
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oet: [ 2.48288789 -0.72505472 -2.14981966 -5.21608271 -1.38549871 -3.48399252
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X: [ 0. 0. 1.15817056 0.37718977 -0.21168512 0. 1.
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[[-1.21012372 -0.16274216 -0.06369085 ..., -0.42078924 -0.59544712
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[-1.31821697 0.07871065 -0.09637139 ..., -0.47903275 -0.29619877
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[-1.39697958 -0.27362182 -0.18223808 ..., -0.29869226 -0.53205949
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...,
[-1.6619978 -0.07871133 -0.27704206 ..., -0.3407187 -0.6597563
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[-1.43001518 -0.14127769 -0.28573763 ..., -0.49607387 -0.26802302
-0.64599896]
[-1.39952645 -0.04212892 -0.18742676 ..., -0.5237463 -0.55078614
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hidden inputs: [-3.75299111 -3.77675492 -4.56253544 -5.01588773 -5.36729204 -4.99446916
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-4.35350235 -4.79677571 -3.92453616 -4.01203337 -4.31190687 -4.70953143
-4.31486223 -5.14232268 -4.50851387 -5.51849218 -5.08330394 -4.75593613]
hidden Outputs: [ 0.02291032 0.02238434 0.01032779 0.00658805 0.00464507 0.00672972
0.02261741 0.02160198 0.00988832 0.00957725 0.01158071 0.01549646
0.0071631 0.0085992 0.00509682 0.01038636 0.04132888 0.00556884
0.01269837 0.00818872 0.01936874 0.0177749 0.01323056 0.00892856
0.01319203 0.00581014 0.01089481 0.00399586 0.0061612 0.00852715]
final inputs: [-0.3149556 -0.01665213 0.10207895 0.38482364 0.02667679 0.22368026
-0.01250083 -0.18092033 -0.27591903 0.30217853]
[[-0.64220115 -0.1108037 0.30430926 0.99438652 -0.17453597 0.8451691
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[-0.91145868 -0.19693727 0.24217169 1.21214812 0.22669757 0.77634544
-0.2066476 -0.71420293 -1.02638433 0.86086037]
[-0.944675 -0.0784633 0.44670748 1.23798401 0.19928603 0.78272378
-0.0139123 -0.42460222 -0.76047944 0.98999251]
[-1.29998212 -0.10365169 0.44658724 1.20003775 0.15006514 0.72195596
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[-1.03401555 0.07100839 0.09089634 1.12525219 -0.00635154 0.40964189
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[-0.54812845 0.16002542 0.08506205 0.94057965 0.01865824 0.28636758
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[-0.87622108 0.28105227 0.39495324 0.86783302 0.34646407 0.88750486
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[-0.88147502 -0.17032714 0.5832301 0.8559952 0.05547831 0.41725557
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[-0.36014015 0.20336005 0.38731532 1.31509931 0.61515055 0.50843023
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[-0.77169423 -0.11201975 0.08510661 1.20329865 0.40621265 0.57781757
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[-0.9917846 -0.18970556 0.42047225 1.39736093 -0.00250864 0.44343731
-0.31727769 -0.12092069 -0.91455558 0.85973271]
[-1.10567059 0.08039885 0.19188997 0.90944846 0.0870646 0.63398583
-0.32438436 -0.64431106 -0.91265156 0.54518079]
[-0.89702625 -0.0113476 0.2923012 0.90016607 0.1292179 0.99072592
0.08228467 -0.5673527 -1.13834616 0.91442141]
[-0.62360573 -0.05005363 0.56695161 1.01715346 -0.02800014 0.66735665
0.43926988 -0.79703451 -1.03865874 0.99418984]
[-0.8608794 -0.24914139 0.37641887 1.29620325 0.042291 0.62006342
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-0.30052746 -0.56493004 -0.78261878 0.63473503]
[-1.15482989 0.13158735 0.5292653 1.22065312 0.0671636 0.8347644
0.03101191 -0.49966793 -0.58199636 0.81312699]]
oet: [ 0.46125508 0.16295162 0.04422053 -0.23852416 0.1196227 -0.07738077
0.15880031 0.32721982 0.42221852 -0.15587905]
Progress: 1.3% ... Training loss: 1.309 ... Validation loss: 1.424[-0.49459251 -0.02687546 0.15899951 0.59131082 0.0412191 0.34895231
-0.01687909 -0.28267404 -0.42138089 0.46248333]
X: [ 0. 0. 0.32724398 -0.5557919 0.51988127 0. 0.
0. 1. 1. 0. 0. 0. 0.
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0. 0. 1. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0. ]
[[-1.21280617 -0.16377105 -0.02865318 ..., -0.43404681 -0.60744668
-0.65711032]
[-1.32079578 0.07755804 -0.06281719 ..., -0.49001052 -0.31273854
-0.6678358 ]
[-1.39980659 -0.2741593 -0.1553343 ..., -0.31040184 -0.54458869
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...,
[-1.66366063 -0.07907194 -0.24140874 ..., -0.3518551 -0.67047237
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[-1.43250714 -0.14180901 -0.25103288 ..., -0.50679283 -0.28360941
-0.65714537]
[-1.40236371 -0.04264228 -0.15720378 ..., -0.53308493 -0.56369347
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hidden inputs: [-3.29112447 -3.2958022 -4.00624781 -4.16903539 -4.4685988 -4.99564815
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-3.81207652 -3.92645607 -3.15851859 -4.12356585 -3.88053273 -4.28677964
-4.41801602 -4.62732818 -4.45255335 -4.57360669 -3.98183301 -4.69047584]
hidden Outputs: [ 0.03587693 0.03571548 0.01787619 0.01523158 0.01133345 0.00672184
0.02702439 0.0360608 0.01735569 0.01877656 0.03489587 0.02956132
0.01194455 0.00826338 0.00879155 0.01618869 0.04440936 0.01060817
0.02162429 0.01933231 0.04075693 0.01592886 0.02022244 0.01356266
0.01191447 0.00968612 0.01151465 0.01021524 0.01830991 0.00909877]
final inputs: [-0.49459251 -0.02687546 0.15899951 0.59131082 0.0412191 0.34895231
-0.01687909 -0.28267404 -0.42138089 0.46248333]
[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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[-0.86051038 -0.06065152 0.47449259 0.89532817 0.09024546 0.90923852
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[-0.92995734 -0.08051244 0.4373855 1.21267192 0.19404203 0.76649935
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oet: [ 1.23078899 0.76307194 0.57719697 0.14488566 0.69497739 0.38724417
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hidden inputs: [-3.74828734 -3.88844805 -4.40898417 -4.30828838 -4.88281543 -4.86660937
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hidden Outputs: [ 0.02301585 0.0200662 0.01202126 0.01327789 0.0075187 0.0076406
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hidden inputs: [-3.49625662 -3.22138868 -4.0137618 -4.14588645 -3.77425579 -4.0728629
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hidden Outputs: [ 0.02941893 0.03836872 0.01774474 0.01558273 0.0224391 0.01674345
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final inputs: [-0.54016513 -0.04077716 0.17462763 0.63423986 0.03982979 0.36943779
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oet: [-0.3775552 -0.87694318 -1.09234796 -1.55196019 -0.95755012 -1.28715812
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hidden inputs: [-5.07383936 -4.82895272 -5.8859752 -6.21910273 -6.81125577 -6.77336498
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-5.95045014 -6.67630191 -6.46202692 -6.59712478 -6.04571084 -6.35095187]
hidden Outputs: [ 0.00621942 0.00793148 0.00277044 0.00198707 0.0011001 0.00114253
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final inputs: [-0.10272674 -0.00637505 0.03430233 0.12039649 0.00658931 0.06935264
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oet: [ 1.7320383 1.63568661 1.59500923 1.50891507 1.62272225 1.55995892
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[[-1.21280617 -0.16377105 -0.02865318 ..., -0.43404681 -0.60744668
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hidden inputs: [-5.30054198 -5.10061003 -5.93272038 -6.46004654 -6.9198149 -6.68413301
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hidden Outputs: [ 0.00496412 0.00605613 0.00264425 0.00156228 0.00098704 0.00124904
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oet: [-0.64364121 -0.71418342 -0.74293136 -0.80630012 -0.7227832 -0.76942442
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...,
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hidden inputs: [-3.1608727 -3.01555722 -3.09103313 -3.82411132 -3.88835785 -3.20672155
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-3.55674592 -4.13681136 -3.56686707 -3.83637718 -3.63337411 -3.69441257]
hidden Outputs: [ 0.04066499 0.04672798 0.04347865 0.02137113 0.02006798 0.03891356
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final inputs: [-0.7837322 -0.04870724 0.2589753 0.94566126 0.07901266 0.55573295
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oet: [ 0.74258778 0.00756282 -0.30011972 -0.98680568 -0.12015708 -0.59687737
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...,
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hidden inputs: [-3.97052452 -3.30133586 -3.9313755 -4.33474022 -4.05440916 -4.22584218
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hidden Outputs: [ 0.01851429 0.03552539 0.01923926 0.01293575 0.01704998 0.01440256
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0.02004075 0.01192851 0.01910156 0.01592194 0.01620335 0.01286748]
final inputs: [-0.52462129 -0.03611862 0.17306267 0.6300993 0.04456225 0.36086071
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[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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hidden Outputs: [ 0.02071001 0.01405838 0.01755282 0.00744618 0.00597069 0.01474647
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hidden inputs: [-4.97728571 -5.21133272 -5.68843268 -6.20478928 -6.5996728 -7.13277117
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final inputs: [-0.10141018 -0.00650951 0.03215834 0.12217813 0.00567165 0.06884942
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hidden inputs: [-5.14148408 -4.87453048 -5.56240885 -6.42064933 -6.40886315 -6.37168562
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-5.3404195 -6.31963668 -6.06814756 -6.42252769 -5.6848882 -5.96538666]
hidden Outputs: [ 0.00581499 0.00758077 0.00382483 0.00162495 0.00164419 0.00170636
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0.09766622 -0.56327946 -0.74919349 0.73248965]
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[-1.14444519 0.12917528 0.52134838 1.20054113 0.06236071 0.82159868
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oet: [ 2.58178783 2.47953139 2.43956688 2.3473078 2.46555935 2.40136784
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X: [ 1. 0. 0.53497563 -0.50395959 1.13047356 0. 1.
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[[-1.21280617 -0.16377105 -0.02865318 ..., -0.43404681 -0.60744668
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...,
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hidden inputs: [-3.85099962 -4.62383088 -4.89999135 -5.63106628 -5.46135001 -5.33440222
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-5.08376846 -5.7679445 -5.18724976 -5.55175667 -5.31357916 -5.07431695]
hidden Outputs: [ 0.02081596 0.00971972 0.0073916 0.00357195 0.00422985 0.00479964
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final inputs: [-0.24994928 -0.00974477 0.08418273 0.31266235 0.02305943 0.17689085
-0.00366303 -0.14324162 -0.21884478 0.24948895]
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[-1.14444519 0.12917528 0.52134838 1.20054113 0.06236071 0.82159868
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oet: [ 3.44496876 3.20476425 3.11083675 2.88235713 3.17196005 3.01812863
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[-1.61649613 -0.07332231 0.56287204 2.04512954 0.19833171 1.20298093
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X: [ 0. 0. 1.05430474 0.1180282 0.27629827 0. 1.
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[[-1.21280617 -0.16377105 -0.02865318 ..., -0.43404681 -0.60744668
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[-1.32079578 0.07755804 -0.06281719 ..., -0.49001052 -0.31273854
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[-1.39980659 -0.2741593 -0.1553343 ..., -0.31040184 -0.54458869
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...,
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[-1.43250714 -0.14180901 -0.25103288 ..., -0.50679283 -0.28360941
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[-1.40236371 -0.04264228 -0.15720378 ..., -0.53308493 -0.56369347
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hidden inputs: [-2.74831085 -2.47777521 -2.76954412 -3.00383364 -2.81440312 -3.03844874
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-2.70996671 -2.82702152 -2.65352912 -3.43368979 -2.76322194 -3.25522666]
hidden Outputs: [ 0.06018212 0.07743098 0.05899232 0.04725298 0.0565508 0.0457188
0.0762225 0.08214956 0.05452855 0.122411 0.06095922 0.0524806
0.07191638 0.04089518 0.03564537 0.06990842 0.08642168 0.05769517
0.1010992 0.06824538 0.08601029 0.09295343 0.08520698 0.04753743
0.0623878 0.05588133 0.06577183 0.03125901 0.05934425 0.03713953]
final inputs: [-1.61649613 -0.07332231 0.56287204 2.04512954 0.19833171 1.20298093
-0.04877614 -0.93205004 -1.48199373 1.57328351]
[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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oet: [ 0.95237638 -0.59079745 -1.22699179 -2.70924929 -0.86245147 -1.86710069
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hidden inputs: [-4.10338968 -4.44146115 -4.61740756 -5.18014884 -5.25502791 -5.16637653
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hidden Outputs: [ 0.01624823 0.01164159 0.00978174 0.00559568 0.00519408 0.00567284
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final inputs: [-0.2581616 -0.01199256 0.08966657 0.31601765 0.02302964 0.180942
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[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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oet: [ 0.36035664 0.1141876 0.01252847 -0.21382262 0.07916539 -0.07874696
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...,
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hidden inputs: [-2.47371929 -2.68535813 -2.2360891 -3.18946292 -3.02662068 -2.66582731
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-2.87706421 -3.35049025 -2.89173933 -3.48182482 -3.26934529 -3.22105738]
hidden Outputs: [ 0.07772121 0.06384289 0.09655616 0.03956418 0.04623763 0.06502018
0.06791767 0.07754746 0.04158337 0.07582414 0.06632289 0.05774634
0.04871726 0.04257243 0.02824029 0.06121498 0.10206145 0.05393097
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0.05329908 0.03387911 0.05256343 0.02983382 0.03663793 0.03838094]
final inputs: [-1.47238646 -0.07755116 0.49190012 1.80684395 0.15235388 1.05678991
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[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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oet: [ 1.50291177 0.10807647 -0.46137481 -1.77631864 -0.12182857 -1.0262646
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X: [ 1. 0. 0.95043892 0.1180282 -1.55384381 0. 0.
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[[-1.21280617 -0.16377105 -0.02865318 ..., -0.43404681 -0.60744668
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[-1.32079578 0.07755804 -0.06281719 ..., -0.49001052 -0.31273854
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[-1.39980659 -0.2741593 -0.1553343 ..., -0.31040184 -0.54458869
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...,
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hidden inputs: [-4.92367604 -4.5214259 -5.19395966 -5.97024351 -5.68748131 -5.99687048
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-5.22743628 -6.02586419 -5.43687152 -6.05007796 -5.60802624 -5.84594996]
hidden Outputs: [ 0.00721984 0.01075655 0.00551935 0.00254712 0.00337668 0.00248035
0.00576741 0.01433026 0.0088241 0.01037941 0.00743013 0.010879
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0.00533861 0.00240964 0.00433421 0.00235213 0.0036549 0.00288325]
final inputs: [-0.15193842 -0.00983616 0.04742541 0.18011136 0.00845422 0.1028622
-0.00696502 -0.08966772 -0.13179287 0.14129262]
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hidden Outputs: [ 0.01535567 0.02523882 0.00656006 0.00859248 0.00559676 0.00443729
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oet: [ 0.43724504 0.17084059 0.06416299 -0.18958768 0.12901997 -0.04498041
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hidden inputs: [-3.21229952 -2.92130465 -4.03024418 -3.77226416 -3.80306733 -4.48933989
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-3.96978475 -4.28252413 -3.7152445 -4.49100086 -4.02133524 -4.41062579]
hidden Outputs: [ 0.03870548 0.05111039 0.01745973 0.02248283 0.02181572 0.01110338
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final inputs: [-0.57746157 -0.03507817 0.19982612 0.70599858 0.05874947 0.42593261
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oet: [ 0.28271658 -0.25966683 -0.49457112 -1.00074357 -0.35349447 -0.72067761
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hidden inputs: [-2.55293532 -2.58275663 -2.60032631 -3.37457572 -3.76526091 -2.72692646
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-3.1812362 -3.52608799 -3.15300351 -2.89520738 -3.00314858 -3.6283164 ]
hidden Outputs: [ 0.07222954 0.07025645 0.06911742 0.03309955 0.02263725 0.06140306
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final inputs: [-1.39978472 -0.08963692 0.47020037 1.71505362 0.13441877 0.9864587
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hidden inputs: [-3.49709462 -4.02940297 -4.29289661 -4.9584676 -5.3528191 -4.80221673
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hidden Outputs: [ 0.02939501 0.01747417 0.01348106 0.00697469 0.00471247 0.00814464
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oet: [-0.66202684 -1.01005554 -1.15775173 -1.49130412 -1.06421537 -1.29443421
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hidden inputs: [-5.3517131 -5.02793041 -5.99332233 -6.37631939 -6.80052446 -6.50115224
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hidden Outputs: [ 0.00471766 0.0065097 0.00248915 0.00169848 0.00111195 0.00149946
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final inputs: [-0.08992464 -0.00448701 0.02918548 0.10667056 0.00628598 0.05962107
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[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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oet: [ 0.98599975 0.90056212 0.86688963 0.78940455 0.88978913 0.83645403
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hidden inputs: [-3.13460301 -3.28213703 -3.76250067 -4.37123598 -3.76031405 -4.64687753
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hidden Outputs: [ 0.04170227 0.0361891 0.0226984 0.01247795 0.02274696 0.00950038
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final inputs: [-0.66678774 -0.04592194 0.2200022 0.80937899 0.05460745 0.4652776
-0.03432496 -0.38804426 -0.57815247 0.62303095]
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hidden inputs: [-3.07530087 -2.87261081 -2.83560396 -3.57019893 -3.57002634 -2.70237543
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hidden inputs: [-4.36662608 -4.54617321 -4.45291449 -5.31208654 -5.167539 -5.04168981
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hidden Outputs: [ 0.01253488 0.01049638 0.01151054 0.00490742 0.00566629 0.00642132
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0.01447371 0.00358128 0.00910469 0.00413495 0.01286727 0.00677245]
final inputs: [-0.31512388 -0.00916426 0.10177782 0.4001477 0.0376563 0.22244735
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oet: [ 0.38424058 0.07828096 -0.03266112 -0.331031 0.0314604 -0.15333065
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X: [ 0. 0. -0.9191459 -0.50395959 -1.55384381 1. 0.
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hidden inputs: [-3.47324455 -3.63052762 -3.69114139 -4.48961078 -4.94663093 -4.90661424
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hidden Outputs: [ 0.03008317 0.02581796 0.02433648 0.01110041 0.00705716 0.00734317
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final inputs: [-0.40577449 -0.02770314 0.1280439 0.4824524 0.02628102 0.28073651
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oet: [-0.53399807 -0.91206942 -1.06781645 -1.42222496 -0.96605357 -1.22050906
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...,
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hidden inputs: [-4.84192266 -4.77638975 -5.38904132 -6.32953054 -6.47805576 -6.19808257
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hidden Outputs: [ 0.00783007 0.00835596 0.00454559 0.0017797 0.00153444 0.0020292
0.00799763 0.00754343 0.00465373 0.00378064 0.00612602 0.00716193
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final inputs: [-0.11645599 -0.00697222 0.03650845 0.13572776 0.00737521 0.07832565
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oet: [ 1.00701804 0.89753427 0.8540536 0.75483429 0.88318684 0.81223641
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...,
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hidden inputs: [-2.81025391 -2.72897892 -2.96441764 -3.57837493 -3.55332292 -3.24348788
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-3.4794685 -3.5357471 -3.42412076 -2.9883795 -3.30570817 -3.66814047]
hidden Outputs: [ 0.05677258 0.06128488 0.0490595 0.02716263 0.02783252 0.0375616
0.03536241 0.07964807 0.08155198 0.04866072 0.05103303 0.04924702
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0.02990209 0.02831205 0.03155008 0.04795362 0.03537588 0.02488863]
final inputs: [-1.11987877 -0.08656475 0.37240325 1.36367762 0.10575043 0.79658214
-0.05178883 -0.6637874 -0.98850081 1.03839805]
[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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[-1.06511323 0.0183456 0.16348393 0.97854261 0.0802453 0.53638844
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[-0.89988663 -0.19932296 0.23377911 1.19045752 0.22169518 0.76222126
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[-0.92995734 -0.08051244 0.4373855 1.21267192 0.19404203 0.76649935
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[-1.28740998 -0.10625241 0.43744024 1.17643065 0.14459715 0.70658093
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[-1.01505177 0.07002122 0.08144591 1.0968254 -0.01097386 0.39204137
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[-0.5289775 0.15691458 0.07247173 0.90680747 0.01149296 0.26468547
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[-0.97911869 -0.19146809 0.41250428 1.37564834 -0.00697415 0.42955004
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[-1.14444519 0.12917528 0.52134838 1.20054113 0.06236071 0.82159868
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oet: [ 0.09741038 -0.93590364 -1.39487165 -2.38614602 -1.12821882 -1.81905054
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[-0.09181296 -0.00568763 0.03165895 0.11137545 0.00817869 0.06487623
-0.00342765 -0.05339071 -0.0785577 0.0857516 ]
X: [ 1. 0. -0.81528007 -0.50395959 -0.82146002 0. 1.
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[[-1.21280617 -0.16377105 -0.02865318 ..., -0.43404681 -0.60744668
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...,
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[-1.40236371 -0.04264228 -0.15720378 ..., -0.53308493 -0.56369347
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hidden inputs: [-5.05791856 -4.7070132 -5.82098017 -6.48215979 -6.61337739 -6.44451119
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-6.05066741 -6.77256865 -6.00942695 -6.34604805 -5.78717807 -6.1055314 ]
hidden Outputs: [ 0.0063186 0.00895087 0.00295593 0.00152816 0.00134049 0.0015867
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0.00422941 0.00327459 0.00914372 0.00591081 0.00367664 0.00220219
0.00235075 0.00114344 0.00244948 0.00175059 0.00305725 0.00222553]
final inputs: [-0.09181296 -0.00568763 0.03165895 0.11137545 0.00817869 0.06487623
-0.00342765 -0.05339071 -0.0785577 0.0857516 ]
[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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[-1.28740998 -0.10625241 0.43744024 1.17643065 0.14459715 0.70658093
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[-1.01505177 0.07002122 0.08144591 1.0968254 -0.01097386 0.39204137
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[-0.5289775 0.15691458 0.07247173 0.90680747 0.01149296 0.26468547
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[-1.14444519 0.12917528 0.52134838 1.20054113 0.06236071 0.82159868
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oet: [-0.94168155 -1.02780687 -1.06515346 -1.14486995 -1.0416732 -1.09837074
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X: [ 1. 0. -1.43847501 -0.81495348 -1.55384381 1. 0.
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[[-1.21280617 -0.16377105 -0.02865318 ..., -0.43404681 -0.60744668
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[-1.32079578 0.07755804 -0.06281719 ..., -0.49001052 -0.31273854
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[-1.39980659 -0.2741593 -0.1553343 ..., -0.31040184 -0.54458869
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...,
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[-1.40236371 -0.04264228 -0.15720378 ..., -0.53308493 -0.56369347
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hidden inputs: [-4.75012361 -4.75260049 -5.00021821 -6.1376659 -6.00562475 -6.14586997
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-4.97124822 -5.98526378 -5.84512592 -6.12196776 -5.72192961 -5.68567649]
hidden Outputs: [ 0.00857643 0.0085554 0.0066914 0.0021553 0.00245879 0.00213773
0.00480103 0.00882054 0.0063773 0.00567211 0.00517591 0.01058632
0.00293313 0.00281392 0.00182318 0.00566728 0.01148429 0.0019863
0.00356637 0.00629449 0.0114962 0.00574792 0.0028364 0.00363107
0.00688673 0.00250924 0.00288562 0.00218933 0.00326271 0.00338275]
final inputs: [-0.13068307 -0.00839725 0.04108336 0.15252146 0.00793939 0.08774186
-0.00774588 -0.07575708 -0.11030207 0.11940791]
[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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oet: [ 0.37070451 0.24841869 0.19893808 0.08749998 0.23208205 0.15227958
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[-1.32079578 0.07755804 -0.06281719 ..., -0.49001052 -0.31273854
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...,
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hidden inputs: [-4.83627094 -4.58122438 -6.02879898 -5.30803644 -5.56992319 -6.40860744
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-5.68320337 -6.02254381 -5.78952183 -6.68983142 -5.29053442 -6.03958387]
hidden Outputs: [ 0.0078741 0.01013851 0.0024026 0.00492724 0.00379631 0.00164461
0.00813944 0.01094374 0.00536245 0.0054497 0.00810344 0.00565132
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final inputs: [-0.13092625 -0.00701431 0.04293546 0.15896878 0.01272202 0.09282546
-0.0042425 -0.07583184 -0.11380242 0.12437573]
[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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[-0.89988663 -0.19932296 0.23377911 1.19045752 0.22169518 0.76222126
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[-0.92995734 -0.08051244 0.4373855 1.21267192 0.19404203 0.76649935
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[-1.14444519 0.12917528 0.52134838 1.20054113 0.06236071 0.82159868
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oet: [ 0.54185243 0.41794048 0.36799072 0.2519574 0.39820416 0.31810072
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[-1.66285039 -0.10145085 0.54708423 2.0533938 0.20063295 1.18645067
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X: [ 0. 0. -1.33460919 1.56933303 0.27629827 0. 1.
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...,
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[-1.43250714 -0.14180901 -0.25103288 ..., -0.50679283 -0.28360941
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[-1.40236371 -0.04264228 -0.15720378 ..., -0.53308493 -0.56369347
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hidden inputs: [-2.90167264 -2.557684 -2.47910582 -2.88851023 -3.20284982 -2.68630273
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-2.57948574 -3.03388265 -2.82992609 -2.67676682 -2.53498587 -2.81970204]
hidden Outputs: [ 0.05207094 0.07191196 0.07733598 0.05272447 0.03905862 0.06378646
0.06264777 0.0833228 0.05776368 0.05378911 0.07166199 0.06258054
0.05883521 0.07018768 0.04382485 0.0582447 0.10292856 0.0605718
0.06887568 0.05240654 0.04409323 0.06866915 0.09283085 0.0879691
0.07047041 0.04591843 0.05572829 0.06435829 0.07344165 0.05626875]
final inputs: [-1.66285039 -0.10145085 0.54708423 2.0533938 0.20063295 1.18645067
-0.0861588 -0.958102 -1.4918102 1.52918681]
[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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[-0.5289775 0.15691458 0.07247173 0.90680747 0.01149296 0.26468547
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[-1.14444519 0.12917528 0.52134838 1.20054113 0.06236071 0.82159868
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oet: [ 0.66243422 -0.89896532 -1.5475004 -3.05380997 -1.20104913 -2.18686685
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X: [ 0. 0. 0.74270727 0.53268672 -0.82146002 0. 0.
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[[-1.21280617 -0.16377105 -0.02865318 ..., -0.43404681 -0.60744668
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[-1.32079578 0.07755804 -0.06281719 ..., -0.49001052 -0.31273854
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[-1.39980659 -0.2741593 -0.1553343 ..., -0.31040184 -0.54458869
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...,
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hidden inputs: [-3.61807784 -3.19376907 -4.12782921 -4.69465669 -4.9463368 -4.40687238
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-4.20419948 -4.81036651 -4.16243307 -4.28597881 -4.31554168 -4.5932421 ]
hidden Outputs: [ 0.02613295 0.03940088 0.01586217 0.00906115 0.00705922 0.01204637
0.01724244 0.04312624 0.02666284 0.02614028 0.01902349 0.03086889
0.01301106 0.01029124 0.00785712 0.01593392 0.02993694 0.00726903
0.01052276 0.01565442 0.03800056 0.01983716 0.0153475 0.00956486
0.01471303 0.00807907 0.01533093 0.01357337 0.01318319 0.01001861]
final inputs: [-0.45111023 -0.02910801 0.15017386 0.54393778 0.03236191 0.31315691
-0.01789494 -0.27196837 -0.39045589 0.41455466]
[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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hidden Outputs: [ 0.00665805 0.00485533 0.00324413 0.00199891 0.00103156 0.00209965
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oet: [-0.93902137 -1.03195615 -1.06855118 -1.15717856 -1.04420618 -1.10508703
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hidden inputs: [-5.11521526 -5.10740662 -6.23525534 -6.28233044 -6.80887286 -6.8051584
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hidden Outputs: [ 0.00596884 0.00601535 0.0019553 0.00186555 0.00110272 0.00110682
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final inputs: [-0.09403932 -0.00550713 0.02717268 0.11023398 0.00470678 0.06287406
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oet: [ 2.94173627 2.85320407 2.82052426 2.73746297 2.84299017 2.78482289
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hidden inputs: [-3.08126154 -3.56221994 -3.78037048 -4.83978541 -4.3428473 -5.1093191
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-4.03974981 -5.13909967 -4.52148278 -4.29998236 -3.88263066 -4.15223275]
hidden Outputs: [ 0.04388685 0.0275928 0.02230536 0.00784669 0.01283264 0.00600393
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0.02136314 0.01343667 0.04133484 0.01954668 0.02050477 0.01157709
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final inputs: [-0.51499457 -0.04550927 0.15663549 0.61122583 0.02772279 0.35085255
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oet: [-0.10502073 -0.57450604 -0.7766508 -1.23124114 -0.64773809 -0.97086786
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[[-1.21280617 -0.16377105 -0.02865318 ..., -0.43404681 -0.60744668
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[-1.32079578 0.07755804 -0.06281719 ..., -0.49001052 -0.31273854
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...,
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hidden inputs: [-4.86871872 -4.5852539 -5.65427079 -6.32533813 -5.94689906 -6.19336138
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-5.27809825 -6.17204538 -5.59045686 -5.43326809 -5.28159545 -5.67942943]
hidden Outputs: [ 0.00762462 0.01009815 0.0034903 0.00178716 0.00260712 0.00203878
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[-1.14444519 0.12917528 0.52134838 1.20054113 0.06236071 0.82159868
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oet: [-0.2661762 -0.39147376 -0.4439882 -0.55995198 -0.40806423 -0.49060922
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[[-1.21280617 -0.16377105 -0.02865318 ..., -0.43404681 -0.60744668
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[-1.32079578 0.07755804 -0.06281719 ..., -0.49001052 -0.31273854
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...,
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[-1.40236371 -0.04264228 -0.15720378 ..., -0.53308493 -0.56369347
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hidden inputs: [-2.89489015 -3.28158367 -3.38031257 -3.27096445 -3.63700479 -3.56504426
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-3.32029841 -3.54522946 -3.22757712 -3.65423535 -3.30908573 -3.77832789]
hidden Outputs: [ 0.05240674 0.03620841 0.03291644 0.03658082 0.02565555 0.02751712
0.06526394 0.06787154 0.04767834 0.04848165 0.03337664 0.04376592
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0.02919694 0.02798358 0.05809106 0.05488634 0.0405117 0.02815711
0.03488136 0.02805235 0.03814103 0.02522834 0.03526081 0.02234995]
final inputs: [-0.98184265 -0.05766648 0.32466296 1.22141682 0.0912939 0.69111575
-0.04023398 -0.58517577 -0.88048852 0.93204889]
[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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[-1.28740998 -0.10625241 0.43744024 1.17643065 0.14459715 0.70658093
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oet: [ 0.46106235 -0.46311382 -0.84544326 -1.74219712 -0.6120742 -1.21189605
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X: [ 1. 0. 0.32724398 0.7918483 0.03189788 0. 0.
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[[-1.21280617 -0.16377105 -0.02865318 ..., -0.43404681 -0.60744668
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[-1.39980659 -0.2741593 -0.1553343 ..., -0.31040184 -0.54458869
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...,
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hidden inputs: [-4.91184433 -4.67834412 -6.07893814 -5.70585351 -5.96561508 -6.20095849
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-5.37458285 -6.39284244 -5.7161896 -6.21901071 -5.68734424 -5.73744678]
hidden Outputs: [ 0.00730515 0.0092088 0.00228537 0.00331541 0.0025589 0.00202338
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0.00332282 0.00184635 0.00144953 0.00388362 0.01799647 0.00248744
0.00392588 0.00457988 0.01579186 0.00493561 0.00556964 0.00230947
0.00461149 0.0016707 0.00328143 0.00198726 0.00337714 0.00321263]
final inputs: [-0.1269763 -0.00845477 0.04108873 0.15128803 0.00907168 0.08770242
-0.00306528 -0.07494177 -0.10984677 0.11874468]
[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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hidden inputs: [-4.89684649 -4.91053512 -5.7373672 -5.8425486 -6.33349195 -6.53455464
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hidden inputs: [-4.11721059 -4.2854494 -4.551442 -5.15538335 -5.17434166 -5.06276367
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hidden Outputs: [ 0.01602878 0.01358046 0.0104418 0.00573519 0.00562809 0.00628825
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final inputs: [-0.25009561 -0.01195311 0.08234272 0.30658883 0.02150546 0.17988146
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oet: [ 0.9477007 0.7095582 0.61526237 0.39101626 0.67609963 0.51772363
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hidden inputs: [-4.03901802 -4.25858484 -5.11960042 -5.14052919 -5.29378863 -6.10579485
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hidden Outputs: [ 0.01730985 0.01394509 0.00594288 0.00582051 0.00499759 0.00222495
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final inputs: [-0.2291401 -0.00861463 0.07059143 0.28246137 0.01793199 0.16404801
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oet: [ 0.92123214 0.70070666 0.6215006 0.40963067 0.67416004 0.52804402
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X: [ 1. 0. 0.63884145 0.32535746 -0.69966852 1. 0.
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...,
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[-1.40236371 -0.04264228 -0.15720378 ..., -0.53308493 -0.56369347
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hidden inputs: [-4.26988821 -4.68834461 -4.54651219 -4.89534436 -5.32606161 -5.37216097
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hidden Outputs: [ 0.01379051 0.009118 0.01049286 0.00742578 0.00483965 0.00462262
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final inputs: [-0.25563734 -0.01553635 0.08217527 0.31485481 0.02009938 0.17863787
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oet: [ 0.55630239 0.3162014 0.21848978 -0.01418975 0.28056568 0.12202719
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hidden inputs: [-3.71921696 -2.83502211 -3.92768512 -3.78266412 -3.30070783 -3.91763537
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hidden Outputs: [ 0.02367867 0.05546073 0.01930902 0.02225539 0.03554691 0.01950024
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final inputs: [-0.76339855 -0.0675193 0.25192336 0.89975484 0.06744673 0.52360422
-0.04330761 -0.45702634 -0.66011376 0.67446524]
[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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oet: [-0.23701762 -0.93289687 -1.25233953 -1.90017101 -1.0678629 -1.52402039
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[[-1.21280617 -0.16377105 -0.02865318 ..., -0.43404681 -0.60744668
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[-1.32079578 0.07755804 -0.06281719 ..., -0.49001052 -0.31273854
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...,
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hidden inputs: [-5.50098041 -5.13109071 -6.25696004 -6.73529633 -6.91442103 -6.76510082
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hidden Outputs: [ 0.00406617 0.00587539 0.0019134 0.00118681 0.00099237 0.001152
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0.00240882 0.00188327 0.0065185 0.00350293 0.00256203 0.00121619
0.00272066 0.00112947 0.00192073 0.00115862 0.00183539 0.0016013 ]
final inputs: [-0.06895659 -0.00440706 0.02199862 0.08227119 0.0042758 0.04750024
-0.00317881 -0.04029225 -0.0596464 0.06452846]
[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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oet: [-0.92043347 -0.984983 -1.01138868 -1.07166125 -0.99366586 -1.0368903
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X: [ 0. 0. -0.5036826 -2.47358757 1.13047356 1. 0.
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[[-1.21280617 -0.16377105 -0.02865318 ..., -0.43404681 -0.60744668
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[-1.32079578 0.07755804 -0.06281719 ..., -0.49001052 -0.31273854
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...,
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hidden inputs: [-3.30571366 -4.09121856 -4.0829377 -4.41462972 -5.03862675 -5.14807976
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-3.70660818 -4.64889817 -4.58199413 -4.48307934 -4.33592078 -4.59082639]
hidden Outputs: [ 0.0353757 0.01644392 0.01657839 0.0119544 0.00644089 0.00577698
0.02906391 0.03562088 0.01684691 0.01579697 0.01646752 0.03198243
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0.01927074 0.01090389 0.03575823 0.02499297 0.02509237 0.01464445
0.02397192 0.00948139 0.01013078 0.01117234 0.01292069 0.01004259]
final inputs: [-0.46266359 -0.02856071 0.1430983 0.56340074 0.03704941 0.31520309
-0.01960942 -0.27251658 -0.40793809 0.44194105]
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hidden inputs: [-3.4308115 -2.97606064 -3.72068246 -4.06707987 -4.00010816 -4.92400531
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hidden Outputs: [ 0.03134628 0.04851917 0.02364482 0.01683892 0.0179843 0.00721748
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...,
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hidden inputs: [-5.37390262 -5.26966525 -6.26497493 -6.68677216 -6.96410825 -7.00428254
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hidden Outputs: [ 0.00461461 0.00511899 0.00189815 0.00124575 0.00094431 0.00090716
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final inputs: [-0.06601518 -0.00441681 0.02069671 0.07740182 0.00340397 0.04484613
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[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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oet: [-0.3941215 -0.45571987 -0.48083339 -0.5375385 -0.46354065 -0.50498281
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hidden inputs: [-5.80836541 -5.06414755 -5.77431565 -6.28833547 -6.43939495 -6.35732044
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hidden Outputs: [ 0.00299335 0.00627961 0.0030967 0.0018544 0.00159483 0.00173101
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final inputs: [-0.09428921 -0.00702838 0.02822681 0.10673948 0.00470559 0.06051369
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[[-1.21280617 -0.16377105 -0.02865318 ..., -0.43404681 -0.60744668
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[-1.32079578 0.07755804 -0.06281719 ..., -0.49001052 -0.31273854
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hidden inputs: [-4.80657886 -4.78048557 -5.46711523 -5.93626145 -6.48862965 -6.42109434
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hidden Outputs: [ 0.00810948 0.00832208 0.00420564 0.00263493 0.00151832 0.00162423
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[-1.14444519 0.12917528 0.52134838 1.20054113 0.06236071 0.82159868
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oet: [ 3.37702566 3.24580296 3.1980397 3.07620077 3.23038366 3.1468523
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X: [ 1. 0. 1.36590221 -0.76312116 -0.82146002 0. 0.
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[-1.32079578 0.07755804 -0.06281719 ..., -0.49001052 -0.31273854
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...,
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hidden inputs: [-4.4916254 -4.61227349 -4.6671286 -5.58606609 -5.6060725 -5.84728234
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-4.87094482 -5.93954486 -5.20176388 -5.99704672 -5.28062197 -5.69914216]
hidden Outputs: [ 0.01107832 0.0098316 0.0093117 0.00373574 0.00366202 0.00287942
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0.0076078 0.00262631 0.00547668 0.00247992 0.00506349 0.00333766]
final inputs: [-0.18406851 -0.0071255 0.05950823 0.22083372 0.01396573 0.12569574
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[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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oet: [ 0.67217747 0.49523446 0.42860073 0.26727524 0.47414323 0.36241322
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X: [ 1. 0. 0.53497563 1.05100987 -0.21168512 0. 0.
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[-1.32079578 0.07755804 -0.06281719 ..., -0.49001052 -0.31273854
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[-1.39980659 -0.2741593 -0.1553343 ..., -0.31040184 -0.54458869
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...,
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hidden inputs: [-4.99405144 -4.80281139 -5.44521974 -6.16248587 -6.18400238 -6.07986339
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-5.46261091 -6.38333456 -5.64209385 -6.3112079 -5.72367335 -5.82637774]
hidden Outputs: [ 0.00673251 0.00813984 0.00429834 0.00210258 0.00205791 0.00228326
0.0062691 0.01396029 0.0062237 0.00733343 0.00542277 0.00876318
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0.00252631 0.00457341 0.01258831 0.00522524 0.0042122 0.00208952
0.00422454 0.00168663 0.00353291 0.00181255 0.00325704 0.00294007]
final inputs: [-0.12440521 -0.00747033 0.03794759 0.14811198 0.00659172 0.08312848
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[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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hidden inputs: [-4.20242353 -5.00687683 -4.52098145 -4.89260322 -5.18655085 -4.67973338
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hidden inputs: [-4.31469627 -4.09204145 -4.34307671 -4.66241521 -5.05609154 -5.18018992
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X: [ 1. 0. 0.8465731 1.05100987 -0.21168512 0. 0.
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hidden inputs: [-5.37840449 -4.96447945 -5.58717028 -5.86195164 -5.93075283 -6.36336197
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hidden Outputs: [ 0.00459398 0.00693318 0.00373163 0.00283761 0.00264944 0.0017206
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final inputs: [-0.11237706 -0.00482152 0.03527694 0.13728414 0.010723 0.07721028
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[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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oet: [-0.72816048 -0.83571602 -0.87581448 -0.97782169 -0.85126054 -0.91774783
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...,
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hidden inputs: [-3.75149232 -3.59302027 -4.11212082 -5.01137326 -5.14825807 -4.96600055
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hidden Outputs: [ 0.02294389 0.02677829 0.01610926 0.00661766 0.00577596 0.00692271
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final inputs: [-0.36578582 -0.02075661 0.11625128 0.43829063 0.03074632 0.24926212
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hidden inputs: [-4.10586951 -3.35478879 -4.4991487 -4.63312993 -4.74512805 -4.63326091
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-3.61095079 -5.04799996 -4.3899916 -4.60775255 -4.24150952 -4.63420177]
hidden Outputs: [ 0.01620864 0.0337387 0.0109962 0.00963062 0.00861902 0.00962938
0.01682512 0.02990956 0.0186977 0.02148749 0.01741905 0.02789414
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final inputs: [-0.39661977 -0.02451262 0.12578036 0.46429049 0.0265743 0.26997108
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[-0.5289775 0.15691458 0.07247173 0.90680747 0.01149296 0.26468547
0.09766622 -0.56327946 -0.74919349 0.73248965]
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oet: [ 2.06452272 1.69241557 1.54212259 1.20361246 1.64132866 1.39793187
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hidden inputs: [-4.22805509 -3.5979275 -4.31944419 -4.85046818 -4.92081203 -4.75488986
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hidden Outputs: [ 0.01437118 0.0266507 0.01313252 0.00776396 0.0072404 0.008536
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final inputs: [-0.34765979 -0.01783567 0.11065412 0.41930657 0.02989328 0.24105726
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oet: [ 0.66486401 0.33503989 0.2065501 -0.10210235 0.28731094 0.07614697
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...,
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[-1.40236371 -0.04264228 -0.15720378 ..., -0.53308493 -0.56369347
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hidden inputs: [-2.86899273 -3.49223332 -3.39955685 -3.71159846 -4.34113451 -3.5616397
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-3.14363548 -4.12437716 -3.47428401 -4.03655012 -4.01846886 -3.88906065]
hidden Outputs: [ 0.05370782 0.02953403 0.03230932 0.02385544 0.01285436 0.02760837
0.06707193 0.04590446 0.02279532 0.02262207 0.03073168 0.02377966
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0.04134279 0.01591614 0.03005285 0.01735188 0.01766289 0.02005416]
final inputs: [-0.77845274 -0.0402338 0.25160624 0.95615683 0.07660208 0.55119566
-0.02929868 -0.45204533 -0.69277252 0.73999065]
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hidden inputs: [-5.02483555 -5.18452532 -5.80708347 -6.47402651 -6.77150049 -6.98797051
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hidden Outputs: [ 0.00652975 0.00557138 0.00299717 0.00154062 0.00114466 0.00092207
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final inputs: [-0.07915986 -0.00404732 0.0245394 0.09398602 0.0045471 0.05433007
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[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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oet: [-0.46367266 -0.5387852 -0.56737192 -0.63681854 -0.54737962 -0.59716259
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...,
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hidden inputs: [-4.28997083 -4.28263807 -4.63494086 -4.99968952 -5.43153329 -4.42070866
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-4.24561681 -5.59908962 -4.68436573 -4.73694016 -4.66972939 -4.77467011]
hidden Outputs: [ 0.01352003 0.01361818 0.00961337 0.00669492 0.00435731 0.01188281
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final inputs: [-0.29760793 -0.01493436 0.10198458 0.36079674 0.02788529 0.20376574
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oet: [ 0.25095045 -0.03172312 -0.14864206 -0.40745421 -0.07454277 -0.25042321
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[-1.32079578 0.07755804 -0.06281719 ..., -0.49001052 -0.31273854
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...,
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hidden inputs: [-5.46763334 -5.31406726 -6.36312261 -6.89159181 -6.75332765 -6.95202223
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-6.10413445 -7.07093748 -6.27328911 -7.44745222 -6.6164005 -6.36650578]
hidden Outputs: [ 0.00420347 0.00489776 0.00172101 0.00101526 0.00116563 0.00095578
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0.00222864 0.00084872 0.00188246 0.00058259 0.00133645 0.00171521]
final inputs: [-0.0684351 -0.0043113 0.02215201 0.08058049 0.00399319 0.04596826
-0.0023288 -0.03966056 -0.05844754 0.06493111]
[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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oet: [ 1.80249473 1.73837093 1.71190762 1.65347914 1.73006644 1.68809137
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hidden inputs: [-3.89928662 -3.42555586 -4.25971858 -4.78105244 -4.77931573 -5.06758514
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hidden Outputs: [ 0.01985418 0.03150626 0.01392951 0.00831741 0.00833174 0.0062582
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oet: [-0.05826945 -0.41517241 -0.56477284 -0.89470999 -0.46733013 -0.69961768
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...,
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hidden inputs: [-4.06227898 -3.49093653 -4.26590265 -4.61228923 -4.10611539 -4.71604595
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hidden Outputs: [ 0.01691859 0.02957122 0.01384482 0.00983145 0.01620472 0.0088711
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final inputs: [-0.41619004 -0.01717607 0.13884654 0.51542501 0.04524743 0.29820918
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oet: [ 2.06755382 1.66853986 1.51251725 1.13593878 1.60611635 1.35315461
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...,
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hidden inputs: [-4.68293046 -4.42663219 -5.71749286 -5.21996678 -5.35776799 -6.25602104
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hidden Outputs: [ 0.00916705 0.01181346 0.00327717 0.00537842 0.00468932 0.00191519
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0.00492763 0.00554275 0.0116383 0.00626772 0.00372486 0.00366526
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final inputs: [-0.14704392 -0.0093391 0.04760732 0.17524941 0.01136077 0.10408327
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hidden inputs: [-5.16481096 -4.70956934 -5.90263373 -6.4607609 -6.48075951 -6.31093091
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hidden Outputs: [ 0.00568168 0.00892823 0.00272479 0.00156116 0.0015303 0.00181305
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final inputs: [-0.11394258 -0.00689321 0.03674848 0.13593063 0.00603528 0.07662132
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[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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oet: [-0.90301276 -1.01006213 -1.05370382 -1.15288597 -1.02299062 -1.09357666
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...,
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hidden inputs: [-5.07575917 -4.98282226 -5.96424693 -6.19807102 -6.54896744 -6.61231102
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-5.19795519 -6.56291846 -6.08003728 -6.5575352 -5.6776275 -6.29704009]
hidden Outputs: [ 0.00620757 0.00680802 0.0025624 0.00202922 0.00142955 0.00134192
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0.00306204 0.00337966 0.01440428 0.00485664 0.00279472 0.0019188
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final inputs: [-0.10299576 -0.0050678 0.03333491 0.1235968 0.00709775 0.06930441
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oet: [ 0.04531217 -0.05261578 -0.0910185 -0.18128039 -0.06478133 -0.126988
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...,
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hidden inputs: [-2.1985468 -2.25970756 -2.28427304 -2.53873379 -2.03590147 -2.65944894
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hidden Outputs: [ 0.09988106 0.09451539 0.09243386 0.07318702 0.11548473 0.06540901
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0.05920687 0.07052077 0.02688013 0.08232579 0.11514575 0.13282501
0.10804839 0.08993757 0.13263456 0.09754699 0.06269808 0.0797094
0.07016461 0.0620418 0.07348216 0.11602912 0.08853534 0.04423192]
final inputs: [-2.29871549 -0.18445497 0.78543521 2.81907788 0.24472529 1.65359001
-0.07375643 -1.34262633 -2.03707679 2.1301053 ]
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hidden Outputs: [ 0.02639519 0.02529905 0.02249864 0.00812821 0.00630001 0.00869554
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hidden inputs: [-3.35129876 -3.36992049 -4.32217819 -4.22093097 -4.37412019 -4.63344083
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hidden inputs: [-3.0522753 -3.1425125 -3.89819953 -4.01029044 -4.01647174 -4.86471249
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hidden Outputs: [ 0.04511934 0.04138732 0.01987535 0.01780535 0.01769757 0.00765499
0.04595474 0.03983096 0.03419658 0.02217676 0.03957558 0.03717943
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0.0181335 0.01983105 0.0186865 0.01578609 0.01550102 0.01224895]
final inputs: [-0.66262617 -0.04134459 0.21642692 0.79845115 0.0544681 0.46412631
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[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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[-1.06511323 0.0183456 0.16348393 0.97854261 0.0802453 0.53638844
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[-1.28740998 -0.10625241 0.43744024 1.17643065 0.14459715 0.70658093
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[-0.5289775 0.15691458 0.07247173 0.90680747 0.01149296 0.26468547
0.09766622 -0.56327946 -0.74919349 0.73248965]
[-1.07494967 -0.60531982 0.21175947 0.90574702 -0.11024603 0.43420208
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[-0.97911869 -0.19146809 0.41250428 1.37564834 -0.00697415 0.42955004
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[-1.14444519 0.12917528 0.52134838 1.20054113 0.06236071 0.82159868
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oet: [ 0.59942952 -0.02185205 -0.27962356 -0.86164779 -0.11766474 -0.52732296
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[-0.14151587 -0.00623255 0.04674553 0.16999625 0.00927032 0.09643968
-0.00399186 -0.08340875 -0.12095903 0.13420347]
X: [ 1. 0. 1.26203639 0.16986051 0.03189788 0. 0.
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[[-1.21280617 -0.16377105 -0.02865318 ..., -0.43404681 -0.60744668
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[-1.32079578 0.07755804 -0.06281719 ..., -0.49001052 -0.31273854
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...,
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[-1.43250714 -0.14180901 -0.25103288 ..., -0.50679283 -0.28360941
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hidden inputs: [-4.70400006 -4.74218743 -5.00451311 -5.86156446 -5.92207687 -6.10519115
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-5.46652105 -6.33787322 -5.43161972 -6.46163245 -5.50295425 -5.84306895]
hidden Outputs: [ 0.00897764 0.00864418 0.00666291 0.00283871 0.00267247 0.00222629
0.00809007 0.01340876 0.00371286 0.00859489 0.00727455 0.00751254
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0.00320253 0.00363396 0.01914885 0.00742836 0.00358246 0.00274561
0.00420813 0.00176494 0.00435694 0.00155981 0.00405818 0.00289154]
final inputs: [-0.14151587 -0.00623255 0.04674553 0.16999625 0.00927032 0.09643968
-0.00399186 -0.08340875 -0.12095903 0.13420347]
[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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oet: [ 0.35948509 0.22420177 0.17122368 0.04797297 0.20869889 0.12152954
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X: [ 0. 0. 1.15817056 -0.03746875 0.88607317 0. 1.
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[[-1.21280617 -0.16377105 -0.02865318 ..., -0.43404681 -0.60744668
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[-1.32079578 0.07755804 -0.06281719 ..., -0.49001052 -0.31273854
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...,
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[-1.43250714 -0.14180901 -0.25103288 ..., -0.50679283 -0.28360941
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[-1.40236371 -0.04264228 -0.15720378 ..., -0.53308493 -0.56369347
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hidden inputs: [-2.9294509 -3.3251555 -3.61997017 -3.79626035 -4.64519175 -3.72563038
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-4.16491462 -4.32950742 -3.97315135 -4.36294924 -4.00819942 -4.15187179]
hidden Outputs: [ 0.05071675 0.03471822 0.02608483 0.02196145 0.00951626 0.02353086
0.06056894 0.06936979 0.02676339 0.02818895 0.03217548 0.02220547
0.0251199 0.01667276 0.01685371 0.02671729 0.07501349 0.02701898
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0.01529352 0.01300274 0.01846662 0.01258047 0.01784196 0.01549118]
final inputs: [-0.74032609 -0.03997904 0.24472641 0.91906355 0.07236061 0.52570643
-0.01508991 -0.43272894 -0.65720952 0.71768644]
[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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oet: [ 1.2339481 0.53360106 0.24889561 -0.42544154 0.4212614 -0.03208441
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X: [ 0. 0. 1.36590221 -0.40029496 -0.45608552 0. 0.
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hidden inputs: [-3.68559495 -3.71352551 -4.35509819 -4.49451962 -4.94811174 -5.19235946
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-4.08849313 -4.89223382 -4.991367 -4.93039008 -4.18783869 -4.74814391]
hidden Outputs: [ 0.02446852 0.02381061 0.01267837 0.01104665 0.00704679 0.00552815
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final inputs: [-0.38998305 -0.01975211 0.12581778 0.47459376 0.03523845 0.26893743
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[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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[-1.14444519 0.12917528 0.52134838 1.20054113 0.06236071 0.82159868
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oet: [ 0.21652529 -0.15370566 -0.29927554 -0.64805153 -0.20869622 -0.44239519
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hidden inputs: [-5.3855183 -5.44352741 -6.11142644 -6.64133727 -7.07065747 -6.72290219
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hidden Outputs: [ 0.00456156 0.00430558 0.00221248 0.00130358 0.00084895 0.0012016
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0.00242645 0.00122232 0.00200882 0.00087774 0.00174002 0.00193274]
final inputs: [-0.07924776 -0.00495 0.02376369 0.09352255 0.00432125 0.05203296
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[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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oet: [-0.93770758 -1.01200534 -1.04071903 -1.11047789 -1.02127659 -1.0689883
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X: [ 1. 0. 0.74270727 1.05100987 -0.69966852 0. 0.
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...,
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[-1.40236371 -0.04264228 -0.15720378 ..., -0.53308493 -0.56369347
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hidden inputs: [-5.51484035 -5.01445484 -5.23755821 -5.93028117 -5.95777009 -5.9464015
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-5.23177745 -6.20166145 -5.54947994 -6.42088755 -5.73976149 -5.9022204 ]
hidden Outputs: [ 0.00401042 0.00659744 0.00528513 0.00265069 0.002579 0.00260841
0.00497501 0.00873493 0.00477482 0.00703309 0.00671934 0.01042318
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0.00272561 0.0036843 0.0107228 0.00494558 0.00529174 0.0027118
0.00531561 0.00202197 0.00387441 0.00162457 0.00320523 0.00272592]
final inputs: [-0.12239092 -0.00700161 0.03601945 0.142397 0.00722648 0.08032256
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hidden inputs: [-2.6874466 -3.13385046 -2.85910354 -3.37079937 -3.44368132 -2.8013135
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-2.42512883 -3.67793512 -3.17336827 -2.63263836 -2.93233965 -2.96948185]
hidden Outputs: [ 0.06371818 0.04173235 0.05421265 0.03322063 0.03095786 0.05725324
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final inputs: [-1.40343789 -0.11027517 0.45975535 1.69769372 0.14023094 0.95837169
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oet: [ 0.42507394 -0.86808877 -1.43811929 -2.67605766 -1.11859489 -1.93673564
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...,
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hidden inputs: [-3.61474682 -3.81880748 -4.16548879 -4.27593135 -4.59761825 -4.94613392
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-3.87576188 -4.1378302 -4.61962436 -4.67532051 -4.19550994 -4.84856252]
hidden Outputs: [ 0.02621786 0.02148234 0.01528487 0.01370856 0.0099753 0.00706064
0.02322171 0.03279959 0.0341358 0.01526574 0.01547569 0.03715972
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final inputs: [-0.4396152 -0.03630043 0.13083535 0.51597709 0.02672219 0.29257676
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[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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oet: [-0.20245233 -0.6057671 -0.77290288 -1.15804462 -0.66878972 -0.93464429
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X: [ 0. 0. -1.33460919 1.25833914 2.10644035 0. 0.
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[-1.32079578 0.07755804 -0.06281719 ..., -0.49001052 -0.31273854
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hidden inputs: [-2.59701442 -2.31271222 -2.57312027 -2.35649855 -2.16651542 -2.17750408
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-2.12835387 -3.0501039 -2.61977828 -2.63388962 -2.16056621 -1.96762601]
hidden Outputs: [ 0.06933081 0.0900756 0.07088852 0.08655062 0.10279797 0.1017889
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0.10169618 0.07963964 0.14245632 0.08257651 0.15559886 0.07118976
0.10637137 0.04521299 0.06787632 0.06698893 0.10334797 0.12264411]
final inputs: [-2.33082039 -0.13020391 0.79285342 2.8548243 0.3004072 1.68524063
-0.06540861 -1.3351049 -2.05610072 2.13171569]
[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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hidden inputs: [-3.23625243 -2.87669831 -3.48053259 -3.64615587 -3.80197602 -3.89305404
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hidden Outputs: [ 0.03782404 0.05331754 0.02987124 0.02542779 0.02183902 0.01997583
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[-1.14444519 0.12917528 0.52134838 1.20054113 0.06236071 0.82159868
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oet: [ 0.92348411 0.15763485 -0.15622945 -0.86929065 0.0222208 -0.4632233
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X: [ 1. 0. -0.08821931 -1.54060589 2.10644035 0. 1.
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hidden inputs: [-4.95115591 -5.26846699 -5.89193279 -6.64821706 -6.97010779 -7.03642845
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hidden Outputs: [ 0.00702552 0.0051251 0.00275403 0.00129465 0.00093867 0.00087849
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final inputs: [-0.08405112 -0.00379562 0.02614349 0.10151046 0.00564731 0.05771911
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[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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oet: [ 0.23586366 0.15560816 0.12566905 0.05030208 0.14616523 0.09409343
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...,
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hidden inputs: [-4.71695041 -4.59350019 -5.39413782 -6.24686479 -6.22913597 -6.15771311
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-4.98546171 -6.32300322 -5.29774073 -5.80480418 -5.63952388 -6.09388965]
hidden Outputs: [ 0.00886315 0.01001605 0.00452259 0.00193277 0.00196728 0.00211262
0.00779122 0.0139845 0.00566164 0.0071207 0.00645299 0.00878938
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0.00383759 0.00266463 0.01581633 0.0075196 0.0050446 0.00361057
0.0067902 0.00179133 0.00497798 0.00300399 0.00354197 0.00225153]
final inputs: [-0.141649 -0.00731335 0.04661852 0.16990133 0.0092305 0.09571551
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hidden inputs: [-4.74732884 -5.34244497 -5.67214898 -6.11863863 -6.44025196 -6.71153504
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hidden Outputs: [ 0.00860023 0.00476138 0.00342867 0.00219662 0.00159346 0.00121532
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final inputs: [-0.1202501 -0.0092823 0.03812846 0.14168053 0.00604135 0.07839167
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oet: [ 1.82674445 1.71577664 1.66836589 1.56481382 1.70045299 1.62810268
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...,
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hidden inputs: [-3.49578275 -3.5983534 -3.98254012 -4.95182383 -4.48854416 -5.00267403
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-3.92146217 -4.9637961 -4.60650273 -4.94865009 -4.06617574 -4.33778935]
hidden Outputs: [ 0.02943246 0.02663966 0.01829721 0.00702086 0.01111212 0.0066751
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final inputs: [-0.4087302 -0.03080237 0.11937924 0.47679715 0.02414855 0.27474615
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oet: [-0.53655541 -0.91448324 -1.06466485 -1.42208276 -0.96943416 -1.22003176
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...,
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hidden inputs: [-3.03521688 -3.19775809 -3.75631968 -4.11771748 -4.18414043 -4.86986642
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-4.35803816 -4.25443169 -3.8736941 -4.07560498 -4.08361825 -4.42171481]
hidden Outputs: [ 0.04586001 0.03925018 0.02283592 0.01602079 0.01500667 0.00761594
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0.02027684 0.02267114 0.05920316 0.03060769 0.01590752 0.01858061
0.01264162 0.01400231 0.02035838 0.01669837 0.0165673 0.011871 ]
final inputs: [-0.61992895 -0.04192392 0.2072116 0.74823223 0.04707829 0.43363512
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hidden Outputs: [ 0.01736084 0.01815231 0.01335392 0.00948579 0.00854297 0.00700473
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hidden inputs: [-5.43337113 -5.12619009 -5.97264441 -6.36975942 -6.36180582 -6.93201212
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hidden Outputs: [ 0.00434935 0.00590408 0.00254102 0.00170964 0.00172327 0.00097508
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hidden inputs: [-3.30871396 -3.83087815 -3.93477864 -4.48925692 -4.54106813 -4.72648764
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-3.1742332 -4.32232775 -4.52906284 -4.14969569 -4.01944043 -4.38325402]
hidden Outputs: [ 0.03527346 0.02123007 0.01917515 0.01110429 0.01054953 0.00877976
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final inputs: [-0.58065507 -0.04497944 0.16705502 0.68373438 0.03856864 0.38108922
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oet: [-0.08346469 -0.61914031 -0.83117477 -1.34785413 -0.70268839 -1.04520897
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X: [ 1. 0. 0.32724398 -2.11076136 -0.82146002 0. 1.
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...,
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hidden inputs: [-5.0491867 -4.66931547 -5.53174845 -6.32362933 -6.11009714 -6.63502857
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hidden Outputs: [ 0.00637366 0.00929154 0.00394345 0.00179021 0.00221542 0.00131182
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final inputs: [-0.12691955 -0.00861632 0.04012806 0.14830633 0.00715059 0.08580646
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[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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oet: [ 1.17736022 1.05905699 1.01031262 0.90213434 1.04329009 0.96463422
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X: [ 0. 0. -0.81528007 -1.95526442 -0.82146002 1. 0.
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...,
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[-1.40236371 -0.04264228 -0.15720378 ..., -0.53308493 -0.56369347
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hidden inputs: [-3.13455883 -3.46633142 -3.62866347 -4.41863007 -4.19981638 -4.81462498
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-3.89100114 -4.16436635 -4.21596093 -3.93819339 -4.04266941 -4.46488523]
hidden Outputs: [ 0.04170403 0.03028554 0.02586489 0.01190724 0.0147767 0.00804502
0.02344461 0.03944324 0.05209694 0.02553774 0.02414838 0.05305987
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0.02001606 0.01530178 0.0145435 0.01911103 0.01724785 0.01137513]
final inputs: [-0.61922521 -0.05944336 0.19396536 0.7320306 0.03300536 0.41413571
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[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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oet: [-0.02835537 -0.58813722 -0.84154594 -1.37961119 -0.68058595 -1.06171629
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hidden inputs: [-3.66884806 -3.02624788 -3.93055521 -3.99031231 -4.00659719 -4.345488
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-4.05484905 -4.0590243 -3.94638783 -4.07016056 -4.03250935 -4.477276 ]
hidden Outputs: [ 0.02487147 0.04625407 0.01925475 0.01815812 0.01787006 0.01279924
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final inputs: [-0.56607571 -0.04034047 0.18592844 0.6618777 0.04556034 0.38982946
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oet: [ 0.40915712 -0.11657813 -0.34284704 -0.8187963 -0.20247894 -0.54674806
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[[-1.21280617 -0.16377105 -0.02865318 ..., -0.43404681 -0.60744668
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...,
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hidden inputs: [-4.25911601 -3.81498762 -5.03581585 -5.23321118 -5.21018736 -5.44314885
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-4.78701173 -5.53017405 -4.77577933 -6.07769287 -4.6728646 -5.03330789]
hidden Outputs: [ 0.01393778 0.02156279 0.0064589 0.00530804 0.00543099 0.00430721
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final inputs: [-0.25494674 -0.01423238 0.08438597 0.31070957 0.02624977 0.17835939
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[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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oet: [ 1.51488354 1.27416919 1.17555084 0.94922723 1.23368704 1.08157741
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X: [ 1. 0. 0.74270727 0.32535746 0.51988127 0. 0.
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[-1.32079578 0.07755804 -0.06281719 ..., -0.49001052 -0.31273854
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...,
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hidden inputs: [-3.95817339 -4.04370471 -4.20081379 -5.01727409 -5.49053616 -4.42771753
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-4.58602803 -5.33511627 -4.69504094 -4.80880591 -4.56235377 -5.14077317]
hidden Outputs: [ 0.01874007 0.01723031 0.01476219 0.00657898 0.00410868 0.01180079
0.01857998 0.0368114 0.01447955 0.01921486 0.01617927 0.0126709
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0.01009041 0.00479624 0.0090577 0.00809159 0.01032965 0.0058191 ]
final inputs: [-0.34179641 -0.01841523 0.11346725 0.41546556 0.02813859 0.23514868
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oet: [ 1.79469018 1.471309 1.33942652 1.03742821 1.42475518 1.21774509
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hidden inputs: [-3.21530737 -3.14328466 -3.62954201 -3.92024692 -3.87640158 -4.60212036
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-3.66932332 -4.07368824 -3.89326079 -4.11320604 -3.61423269 -4.33250125]
hidden Outputs: [ 0.03859373 0.0413567 0.02584277 0.01945037 0.02030445 0.00993093
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oet: [ 0.40613843 -0.2022421 -0.45458581 -0.99950711 -0.29137704 -0.68160967
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hidden inputs: [-3.15693652 -3.19807423 -3.61092619 -3.35673915 -4.20865872 -3.47319295
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hidden Outputs: [ 0.04081883 0.03923826 0.02631558 0.03367517 0.01464853 0.03008467
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final inputs: [-0.83972127 -0.04608952 0.27545338 1.04436512 0.0791748 0.58988436
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oet: [ 0.14803623 -0.64559551 -0.96713842 -1.73605016 -0.77085983 -1.28156939
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[[-1.21280617 -0.16377105 -0.02865318 ..., -0.43404681 -0.60744668
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hidden inputs: [-3.45194678 -3.06694896 -3.955185 -4.02096639 -3.79316772 -4.50301996
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-4.02816436 -4.23793729 -4.26334972 -4.33374727 -3.98111066 -4.05690015]
hidden Outputs: [ 0.03071086 0.04449135 0.0187951 0.01761961 0.02202798 0.01095418
0.02005716 0.0227075 0.03145477 0.01971777 0.02736524 0.03313329
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0.01749545 0.01423187 0.01387972 0.01294844 0.0183229 0.01700828]
final inputs: [-0.53604598 -0.03957128 0.1770556 0.63788914 0.04837499 0.3814842
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[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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hidden inputs: [-3.63590909 -2.84604217 -4.20048906 -3.81320135 -3.62992142 -4.35834571
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hidden Outputs: [ 0.02568296 0.05488626 0.01476691 0.02160051 0.02583322 0.01263779
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oet: [-0.2526266 -0.86838761 -1.13548777 -1.71903004 -0.98158412 -1.38837368
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hidden inputs: [-3.93348033 -3.27660676 -3.96941666 -4.74361368 -4.55032255 -4.6303314
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final inputs: [-0.42479874 -0.03113445 0.138697 0.50247296 0.03258851 0.29285676
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oet: [ 1.42010885 1.02644457 0.85661311 0.49283715 0.9627216 0.70245336
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hidden inputs: [-3.45890274 -3.00249026 -4.06479729 -3.8181788 -3.79875957 -4.21154083
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hidden Outputs: [ 0.03050447 0.0473135 0.01687675 0.02149556 0.02190783 0.01460698
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final inputs: [-0.62631755 -0.04103917 0.20406885 0.74289575 0.05652766 0.43535172
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hidden inputs: [-4.92456517 -4.80825622 -5.91462721 -6.35356401 -6.36301561 -6.87734528
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final inputs: [-0.10567725 -0.00646217 0.03608652 0.12424332 0.00602419 0.07080801
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oet: [ 0.2685159 0.16930082 0.12675214 0.03859534 0.15681446 0.09203064
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hidden inputs: [-3.43634768 -2.91157949 -4.21114165 -3.7997804 -3.83307047 -4.49675647
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hidden Outputs: [ 0.03117862 0.05158411 0.01461273 0.02188597 0.02118456 0.01102224
0.02682079 0.03136787 0.02373804 0.02664801 0.03751976 0.03779547
0.0195348 0.01042852 0.00684054 0.01662887 0.06611789 0.01649569
0.02075692 0.02100135 0.03954515 0.01864368 0.01782832 0.01389874
0.01849722 0.01240951 0.01522579 0.00995176 0.01523503 0.01052474]
final inputs: [-0.57902387 -0.03972222 0.18724226 0.6850926 0.04653874 0.41471264
-0.02390621 -0.32955805 -0.49966488 0.53720242]
[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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[-1.06511323 0.0183456 0.16348393 0.97854261 0.0802453 0.53638844
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[-0.89988663 -0.19932296 0.23377911 1.19045752 0.22169518 0.76222126
-0.20944877 -0.70890249 -1.0164882 0.84368763]
[-0.92995734 -0.08051244 0.4373855 1.21267192 0.19404203 0.76649935
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[-1.28740998 -0.10625241 0.43744024 1.17643065 0.14459715 0.70658093
-0.12702128 -0.58405298 -1.01821682 0.76077073]
[-1.01505177 0.07002122 0.08144591 1.0968254 -0.01097386 0.39204137
-0.07336335 -0.39110603 -0.71013482 0.86200441]
[-0.5289775 0.15691458 0.07247173 0.90680747 0.01149296 0.26468547
0.09766622 -0.56327946 -0.74919349 0.73248965]
[-1.07494967 -0.60531982 0.21175947 0.90574702 -0.11024603 0.43420208
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0.14051777 -0.50780856 -0.95875925 0.759868 ]
[-0.97911869 -0.19146809 0.41250428 1.37564834 -0.00697415 0.42955004
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[-0.61091174 -0.05233133 0.55820885 0.99414269 -0.03309344 0.65247457
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[-0.84857147 -0.25174881 0.36735589 1.27292118 0.03685748 0.60487546
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[-1.03902334 0.1119288 -0.02143523 1.17599317 0.25777321 0.51676366
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[-1.14444519 0.12917528 0.52134838 1.20054113 0.06236071 0.82159868
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oet: [ 2.80374549 2.26444383 2.03747935 1.53962902 2.17818287 1.81000898
2.24862782 2.55427967 2.7243865 1.6875192 ]
[-0.12520557 -0.00650762 0.03913441 0.14830451 0.00716211 0.08302741
-0.00562697 -0.07339954 -0.10737734 0.1185528 ]
X: [ 1. 0. 0.8465731 0.1180282 -0.69966852 0. 0.
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[[-1.21280617 -0.16377105 -0.02865318 ..., -0.43404681 -0.60744668
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[-1.32079578 0.07755804 -0.06281719 ..., -0.49001052 -0.31273854
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...,
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[-1.40236371 -0.04264228 -0.15720378 ..., -0.53308493 -0.56369347
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hidden inputs: [-4.8663808 -4.97149569 -5.16394564 -6.11078587 -5.92669578 -5.99959887
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-5.33517552 -6.22348015 -5.62189959 -6.49376064 -5.96101814 -6.09915232]
hidden Outputs: [ 0.00764233 0.00688504 0.00568657 0.00221389 0.00266019 0.00247361
0.00779256 0.01011433 0.00458259 0.00717812 0.00542315 0.01070753
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0.00267286 0.00381086 0.01296305 0.00669187 0.00345803 0.00255235
0.00479595 0.00197841 0.00360472 0.00151056 0.00257066 0.00223974]
final inputs: [-0.12520557 -0.00650762 0.03913441 0.14830451 0.00716211 0.08302741
-0.00562697 -0.07339954 -0.10737734 0.1185528 ]
[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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[-1.14444519 0.12917528 0.52134838 1.20054113 0.06236071 0.82159868
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oet: [-0.66020142 -0.77889936 -0.82454139 -0.93371149 -0.7925691 -0.8684344
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X: [ 1. 0. -0.39981678 0.74001598 0.76428167 1. 0.
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[[-1.21280617 -0.16377105 -0.02865318 ..., -0.43404681 -0.60744668
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[-1.32079578 0.07755804 -0.06281719 ..., -0.49001052 -0.31273854
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...,
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[-1.40236371 -0.04264228 -0.15720378 ..., -0.53308493 -0.56369347
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hidden inputs: [-3.71961392 -3.6250854 -3.93068667 -4.16247916 -4.27320203 -4.18759512
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-3.6179467 -3.89306229 -3.81634214 -4.37939392 -3.67599117 -4.0541604 ]
hidden Outputs: [ 0.0236695 0.0259552 0.01925226 0.01533024 0.01374551 0.01495569
0.02758377 0.05413741 0.03946542 0.04606144 0.01997459 0.02248268
0.01564594 0.01855399 0.0149172 0.02632505 0.04001883 0.02178153
0.02884811 0.0292262 0.04173288 0.01988657 0.03090646 0.0191847
0.02613629 0.01997567 0.02153423 0.01237782 0.02469881 0.01705415]
final inputs: [-0.63085982 -0.04127383 0.20192985 0.77658006 0.05136123 0.44368441
-0.02614426 -0.37209911 -0.56933575 0.58798645]
[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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oet: [-0.38609552 -0.97568151 -1.21888519 -1.7935354 -1.06831657 -1.46063975
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X: [ 1. 0. 1.46976803 -0.86678579 0.27629827 0. 0.
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hidden inputs: [-4.82938421 -5.0462032 -5.1654856 -5.87967669 -5.94717094 -6.16704092
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-5.02251756 -6.45066375 -5.64488007 -6.34583345 -5.87927716 -5.68657207]
hidden Outputs: [ 0.00792808 0.00639259 0.00567787 0.00278789 0.00260641 0.00209304
0.01085272 0.0170715 0.00416359 0.00611371 0.01090584 0.00709277
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final inputs: [-0.14487505 -0.00487467 0.04362187 0.17405839 0.01138006 0.09810706
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0.09766622 -0.56327946 -0.74919349 0.73248965]
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[-1.14444519 0.12917528 0.52134838 1.20054113 0.06236071 0.82159868
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oet: [ 0.78183653 0.64183615 0.5933396 0.46290308 0.62558142 0.53885441
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hidden inputs: [-5.43612466 -5.03298226 -6.20670082 -6.58291124 -6.93614163 -6.79488501
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hidden Outputs: [ 0.00433744 0.00647711 0.00201182 0.0013819 0.00097107 0.00111823
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0.00374196 0.00190853 0.01017304 0.00333902 0.00287014 0.00135077
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final inputs: [-0.07844482 -0.00557397 0.02505299 0.09185657 0.00474098 0.05276789
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[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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oet: [ 1.05721576 0.98434491 0.95371795 0.88691438 0.97402997 0.92600306
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X: [ 0. 0. 1.05430474 1.10284219 0.76428167 0. 0.
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[-1.32079578 0.07755804 -0.06281719 ..., -0.49001052 -0.31273854
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[-1.39980659 -0.2741593 -0.1553343 ..., -0.31040184 -0.54458869
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...,
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[-1.40236371 -0.04264228 -0.15720378 ..., -0.53308493 -0.56369347
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hidden inputs: [-3.07522871 -3.50732428 -3.07043814 -3.55074372 -3.41400227 -3.28939697
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-3.24792938 -4.08685023 -3.59729879 -3.99717801 -3.45358878 -3.64345985]
hidden Outputs: [ 0.04414069 0.02910455 0.04434326 0.02790239 0.03186071 0.03593673
0.05419678 0.05181848 0.01990429 0.04840309 0.03782915 0.0396685
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0.02393003 0.03186141 0.04668184 0.03971684 0.03573453 0.02298873
0.03740136 0.01651473 0.02666702 0.01803612 0.03066201 0.02549469]
final inputs: [-0.86279047 -0.03880049 0.27263261 1.05621614 0.07974803 0.60581861
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hidden inputs: [-5.1072582 -5.3429146 -5.70942805 -6.41950668 -6.75180303 -6.84160143
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hidden Outputs: [ 0.00601624 0.00475916 0.00330362 0.00162681 0.00116741 0.00106725
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final inputs: [-0.09669719 -0.00613035 0.03138263 0.1139909 0.00637539 0.0633587
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oet: [ 0.28158806 0.19102122 0.15350825 0.07089998 0.17851549 0.12153218
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...,
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[-1.43250714 -0.14180901 -0.25103288 ..., -0.50679283 -0.28360941
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hidden inputs: [-3.91119749 -3.62969373 -4.60803151 -4.38280082 -4.30443271 -4.48363552
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-4.02202165 -5.11140706 -4.43408376 -4.83871039 -4.26574822 -4.12197182]
hidden Outputs: [ 0.01962372 0.02583895 0.00987298 0.01233624 0.0133285 0.01116619
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0.01760135 0.00599148 0.01172678 0.00785507 0.01384693 0.01595386]
final inputs: [-0.38941215 -0.02355078 0.1302105 0.46228852 0.03731881 0.26985684
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[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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[-0.92995734 -0.08051244 0.4373855 1.21267192 0.19404203 0.76649935
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[-1.28740998 -0.10625241 0.43744024 1.17643065 0.14459715 0.70658093
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[-0.5289775 0.15691458 0.07247173 0.90680747 0.01149296 0.26468547
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oet: [-0.44009928 -0.80596065 -0.95972194 -1.29179996 -0.86683024 -1.09936827
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X: [ 1. 0. -1.64620666 -1.33327663 -0.82146002 1. 0.
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[[-1.21280617 -0.16377105 -0.02865318 ..., -0.43404681 -0.60744668
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[-1.32079578 0.07755804 -0.06281719 ..., -0.49001052 -0.31273854
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[-1.39980659 -0.2741593 -0.1553343 ..., -0.31040184 -0.54458869
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...,
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hidden inputs: [-4.27121885 -4.82052183 -5.23432126 -5.91586131 -5.70991147 -6.59737319
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-5.19576753 -5.86944166 -6.02659732 -6.05434417 -5.2735249 -5.68733765]
hidden Outputs: [ 0.01377242 0.00799809 0.00530218 0.00268909 0.00330203 0.00136209
0.00726552 0.01076093 0.01037806 0.00611931 0.00592391 0.0114806
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0.00598457 0.00484076 0.01057652 0.00522917 0.0041246 0.00318008
0.00550944 0.00281649 0.00240788 0.00234214 0.00509937 0.00337716]
final inputs: [-0.14651131 -0.01138139 0.04330084 0.17151362 0.00630432 0.09836582
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[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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hidden inputs: [-4.95091542 -3.76793215 -5.13740228 -4.92001064 -5.11853744 -4.95309879
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hidden Outputs: [ 0.0070272 0.02257823 0.00583864 0.00724616 0.00594917 0.00701198
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hidden inputs: [-5.40134027 -5.10971426 -5.91575352 -6.05524841 -6.68674474 -6.65973517
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hidden Outputs: [ 0.00449028 0.00600157 0.00268937 0.00234003 0.00124578 0.00127985
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final inputs: [-0.08476582 -0.00476425 0.02630785 0.10087449 0.00510143 0.05741268
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oet: [ 0.56736172 0.48736016 0.45628805 0.38172141 0.47749447 0.42518322
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hidden inputs: [-5.42685289 -5.29521328 -6.709958 -6.79506503 -7.08154576 -7.1081238
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hidden Outputs: [ 0.00437766 0.00499051 0.00121723 0.00111803 0.00083977 0.00081776
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0.00260954 0.00086376 0.00156939 0.00074952 0.00152214 0.0016688 ]
final inputs: [-0.0691354 -0.00426809 0.02178237 0.08265166 0.003619 0.04653688
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[[-1.21280617 -0.16377105 -0.02865318 ..., -0.43404681 -0.60744668
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hidden inputs: [-3.70127285 -3.78552468 -4.11650919 -4.58460645 -4.6962502 -5.04541957
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hidden Outputs: [ 0.02409707 0.02219323 0.01603985 0.01010462 0.00904685 0.00639757
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oet: [-0.40559299 -0.72466963 -0.84548393 -1.14568205 -0.76502439 -0.97801072
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X: [ 0. 0. -1.75007248 0.32535746 -1.55384381 1. 0.
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...,
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[-1.40236371 -0.04264228 -0.15720378 ..., -0.53308493 -0.56369347
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hidden inputs: [-2.6027404 -2.75484007 -2.70582235 -2.80758335 -2.80607998 -2.97568722
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-2.83249126 -2.81410543 -3.05399118 -3.03987793 -2.62122449 -3.21660816]
hidden Outputs: [ 0.06896226 0.05981388 0.06263067 0.05691576 0.05699651 0.04853641
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final inputs: [-1.56308226 -0.13431534 0.49999084 1.88457461 0.15117132 1.08821725
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[-1.14444519 0.12917528 0.52134838 1.20054113 0.06236071 0.82159868
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oet: [ 0.71703166 -0.71173527 -1.34604144 -2.73062521 -0.99722192 -1.93426786
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X: [ 1. 0. -0.29595096 -0.03746875 0.27629827 1. 0.
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[-1.32079578 0.07755804 -0.06281719 ..., -0.49001052 -0.31273854
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[-1.39980659 -0.2741593 -0.1553343 ..., -0.31040184 -0.54458869
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hidden inputs: [-3.77412363 -4.59847002 -4.34148175 -4.74235564 -5.31860973 -4.68158536
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-3.92787888 -4.56934874 -4.7023299 -4.60783862 -4.71937336 -4.91321735]
hidden Outputs: [ 0.022442 0.00996689 0.01284995 0.00864274 0.00487567 0.00917928
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0.01091882 0.01392511 0.02071943 0.01259531 0.01132921 0.0117232
0.01930535 0.01025838 0.00899251 0.00987487 0.00884189 0.0072952 ]
final inputs: [-0.36961736 -0.0232022 0.10919882 0.44780725 0.02358949 0.24969234
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[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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hidden Outputs: [ 0.04595439 0.02763146 0.04022521 0.03604449 0.03108888 0.03722405
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final inputs: [-1.0638597 -0.07085151 0.33155692 1.27616744 0.08678239 0.72660532
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[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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[-1.14444519 0.12917528 0.52134838 1.20054113 0.06236071 0.82159868
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oet: [ 0.3170441 -0.67596409 -1.07837251 -2.02298303 -0.83359798 -1.47342092
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X: [ 0. 0. 0.95043892 0.58451904 0.03189788 0. 0.
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[-1.32079578 0.07755804 -0.06281719 ..., -0.49001052 -0.31273854
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hidden inputs: [-3.68476074 -3.65571931 -3.95939989 -4.67387626 -5.27721647 -4.90457752
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hidden Outputs: [ 0.02448844 0.02519187 0.01871753 0.00924966 0.00508068 0.00735803
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final inputs: [-0.37321585 -0.02034428 0.11830132 0.45373765 0.02944377 0.25828511
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oet: [-0.00422499 -0.35709656 -0.49574216 -0.83117849 -0.40688461 -0.63572595
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...,
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hidden inputs: [-3.53190811 -3.08054101 -3.42239678 -3.71655456 -3.96832774 -3.7631703
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-3.4724143 -4.26376788 -4.00053979 -3.75457905 -3.43444263 -3.39996584]
hidden Outputs: [ 0.02841786 0.04391709 0.03160279 0.0237403 0.01855425 0.02268355
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final inputs: [-0.7677056 -0.04292735 0.24899572 0.92453318 0.07302087 0.5369262
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oet: [ 0.03191612 -0.69286213 -0.98478521 -1.66032267 -0.80881035 -1.27271568
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...,
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hidden inputs: [-4.10791304 -4.71686663 -4.97510711 -5.59969044 -5.78566725 -5.19588648
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-4.73102042 -5.86590678 -5.35248332 -6.06209783 -5.33117382 -5.02637695]
hidden Outputs: [ 0.01617608 0.00886389 0.00686039 0.00368538 0.00306186 0.00550879
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final inputs: [-0.20477884 -0.00996992 0.06802685 0.25035425 0.0174344 0.14252301
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[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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oet: [ 0.78660975 0.59180083 0.51380406 0.33147666 0.56439652 0.43930791
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X: [ 0. 0. 2.09296297 -1.54060589 0.51988127 0. 0.
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[-1.32079578 0.07755804 -0.06281719 ..., -0.49001052 -0.31273854
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[-1.39980659 -0.2741593 -0.1553343 ..., -0.31040184 -0.54458869
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...,
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[-1.40236371 -0.04264228 -0.15720378 ..., -0.53308493 -0.56369347
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hidden inputs: [-3.18490344 -3.46069045 -3.89329936 -4.39493921 -4.46462681 -4.95748726
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-4.10456004 -4.73252103 -4.27615041 -4.83652805 -4.52113382 -4.49964446]
hidden Outputs: [ 0.0397378 0.03045164 0.01997103 0.01218922 0.01137804 0.00698149
0.04347253 0.04381071 0.01926228 0.02689835 0.029969 0.02245521
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0.01607245 0.01829724 0.04434198 0.0379425 0.02238484 0.01723693
0.01622953 0.00872741 0.0137056 0.00787209 0.01075966 0.01099081]
final inputs: [-0.55324218 -0.02855443 0.1742112 0.68136115 0.04505889 0.38829611
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[[-0.62703644 -0.11257801 0.29534817 0.96932139 -0.17937291 0.82929484
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[-0.92995734 -0.08051244 0.4373855 1.21267192 0.19404203 0.76649935
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[-1.28740998 -0.10625241 0.43744024 1.17643065 0.14459715 0.70658093
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0.09766622 -0.56327946 -0.74919349 0.73248965]
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oet: [ 0.43491498 -0.08977278 -0.2925384 -0.79968836 -0.16338609 -0.50662332
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X: [ 0. 0. 0.01564651 -0.91861811 0.76428167 0. 0.
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[[-1.21280617 -0.16377105 -0.02865318 ..., -0.43404681 -0.60744668
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[-1.32079578 0.07755804 -0.06281719 ..., -0.49001052 -0.31273854
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[-1.39980659 -0.2741593 -0.1553343 ..., -0.31040184 -0.54458869
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...,
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[-1.40236371 -0.04264228 -0.15720378 ..., -0.53308493 -0.56369347
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hidden inputs: [-1.70820653 -2.34825377 -2.40528458 -2.81548822 -2.83795637 -2.57971125
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-3.08318157 -2.89182252 -2.9268498 -3.05845511 -3.01889785 -2.98486776]
hidden Outputs: [ 0.15339648 0.08720467 0.08277061 0.05649294 0.05530722 0.07045564
0.10048295 0.09409229 0.05556466 0.0735758 0.08969065 0.06387774
0.06873987 0.05030812 0.03106113 0.07378568 0.12245024 0.08539616
0.06202827 0.0918466 0.09960582 0.10764034 0.05475889 0.06599347
0.04380635 0.05255929 0.05084213 0.04485384 0.0465794 0.0481142 ]
final inputs: [-1.82920662 -0.10992691 0.63367472 2.28044304 0.19637505 1.36013805
-0.05148861 -1.05247029 -1.61779447 1.7681311 ]
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hidden inputs: [-5.20972129 -4.72023127 -6.00248687 -6.23842082 -6.51872828 -6.57905543
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hidden Outputs: [ 0.00543351 0.00883438 0.0024665 0.00194913 0.00147337 0.00138723
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final inputs: [-0.10239742 -0.00624634 0.03480189 0.12103258 0.00816615 0.06971923
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oet: [ 0.20459246 0.10844138 0.06739314 -0.01883755 0.09402888 0.0324758
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...,
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hidden inputs: [-5.29057826 -5.4362987 -6.37170675 -6.69359137 -7.09698315 -7.21665712
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hidden Outputs: [ 0.00501358 0.00433669 0.00170632 0.00123729 0.00082691 0.00073371
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0.00333987 0.00074796 0.00197089 0.00081588 0.00174326 0.00123298]
final inputs: [-0.07458259 -0.00370813 0.02193038 0.08959109 0.00453945 0.05004506
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oet: [ 0.016899 -0.05397546 -0.07961397 -0.14727467 -0.06222304 -0.10772865
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...,
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hidden inputs: [-3.61030103 -3.35381792 -4.14062628 -5.00767903 -4.75758405 -4.72148182
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hidden Outputs: [ 0.0263316 0.03377036 0.01566363 0.00664199 0.00851323 0.00882343
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0.01257232 0.01268992 0.02563958 0.01518907 0.01699971 0.00875611
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final inputs: [-0.38088963 -0.02139464 0.12394915 0.4589858 0.02664651 0.26965189
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[-0.86082672 -0.17282675 0.57081875 0.82158632 0.04873445 0.39541623
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[-0.34435208 0.20170942 0.37823277 1.28942671 0.61030651 0.49223349
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[-0.75567904 -0.11450736 0.07466154 1.17521515 0.40025894 0.55978189
0.14051777 -0.50780856 -0.95875925 0.759868 ]
[-0.97911869 -0.19146809 0.41250428 1.37564834 -0.00697415 0.42955004
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[-1.14444519 0.12917528 0.52134838 1.20054113 0.06236071 0.82159868
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oet: [ 0.3783366 0.01884162 -0.12650217 -0.46153883 -0.02919954 -0.27220492
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Progress: 1.7% ... Training loss: 1.274 ... Validation loss: 1.416[-0.72417459 -0.02750676 0.23798998 0.91085298 0.08389368 0.52166443
-0.01459286 -0.42777975 -0.65577642 0.71277834]
X: [ 0. 0. 1.57363386 -0.86678579 0.76428167 0. 1.
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[[-1.21421259 -0.16455957 -0.00640673 ..., -0.43875085 -0.61516562
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[-1.32221069 0.07689828 -0.04501024 ..., -0.49466415 -0.32051284
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...,
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[-1.40342172 -0.04310995 -0.13463796 ..., -0.53702619 -0.56868704
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hidden inputs: [-3.11291879 -3.73471624 -3.77389315 -3.68064676 -4.22249291 -4.14191757
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-3.49339669 -4.39683772 -3.89855688 -4.08417561 -4.03350786 -3.72244498]
hidden Outputs: [ 0.0425775 0.02332299 0.02244705 0.02458691 0.01445018 0.01564373
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final inputs: [-0.72417459 -0.02750676 0.23798998 0.91085298 0.08389368 0.52166443
-0.01459286 -0.42777975 -0.65577642 0.71277834]
[[-0.61763115 -0.11441483 0.28876862 0.95205754 -0.18315281 0.81816864
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oet: [ 1.52101469 0.82434686 0.55885012 -0.11401288 0.71294642 0.27517567
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X: [ 0. 0. 0.01564651 0.01436357 0.88607317 0. 0.
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[-1.32221069 0.07689828 -0.04501024 ..., -0.49466415 -0.32051284
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...,
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hidden inputs: [-3.35266857 -3.4245463 -4.2428169 -4.10308511 -4.40558477 -4.77949834
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-4.38707526 -4.51586377 -4.37541864 -4.54493308 -4.17956054 -4.53397159]
hidden Outputs: [ 0.03380789 0.03153708 0.01416358 0.0162531 0.0120617 0.00833024
0.02695254 0.02995335 0.01756898 0.01986248 0.02647349 0.03299562
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0.01228427 0.01081589 0.01242651 0.01050927 0.01507451 0.01062387]
final inputs: [-0.47263722 -0.02954476 0.15056516 0.57720743 0.04227699 0.33587313
-0.02102384 -0.27566333 -0.41685525 0.45316545]
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oet: [-0.41200478 -0.85509724 -1.03520716 -1.46184943 -0.92691898 -1.22051512
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hidden inputs: [-3.14182458 -3.40859921 -3.81401472 -3.43316677 -4.15159184 -3.92608742
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-3.28636896 -4.16696374 -3.80527602 -4.05852443 -3.8547047 -3.87151787]
hidden Outputs: [ 0.04141462 0.0320278 0.02158332 0.03127485 0.01549545 0.0193393
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final inputs: [-0.76575784 -0.03988879 0.24360423 0.9363021 0.07657489 0.54490042
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-4.14608401 -5.37385683 -4.71702025 -4.95808777 -4.73696128 -4.72855566]
hidden Outputs: [ 0.0296277 0.02122465 0.01116461 0.00526601 0.00693248 0.00554461
0.03758645 0.02781305 0.01176628 0.01225027 0.01838831 0.01457244
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-0.01163844 -0.21429043 -0.32975638 0.36441322]
[[-0.61763115 -0.11441483 0.28876862 0.95205754 -0.18315281 0.81816864
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0.09489151 -0.55822067 -0.73987435 0.71575635]
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[-1.13966531 0.1275679 0.51705277 1.19018467 0.05961821 0.81472225
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oet: [ 2.2710556 1.91247038 1.77249231 1.4319077 1.85880474 1.63009392
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[-0.29548688 -0.01241784 0.0927141 0.36505771 0.02442342 0.20671054
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X: [ 1. 0. 0.4311098 -1.59243821 0.76428167 1. 0.
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[[-1.21421259 -0.16455957 -0.00640673 ..., -0.43875085 -0.61516562
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[-1.32221069 0.07689828 -0.04501024 ..., -0.49466415 -0.32051284
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...,
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hidden inputs: [-3.88350519 -4.71897641 -4.19127635 -4.9046827 -5.39883192 -5.25049934
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-4.76504956 -5.30678563 -5.00767588 -5.27223706 -5.251747 -4.99917242]
hidden Outputs: [ 0.02016363 0.00884537 0.01490155 0.00735726 0.0045015 0.00521753
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final inputs: [-0.29548688 -0.01241784 0.0927141 0.36505771 0.02442342 0.20671054
-0.00764477 -0.17517156 -0.26453357 0.28993125]
[[-0.61763115 -0.11441483 0.28876862 0.95205754 -0.18315281 0.81816864
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oet: [ 0.46935164 0.18628261 0.08115067 -0.19119295 0.14944135 -0.03284577
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X: [ 1. 0. 1.36590221 -0.03746875 0.03189788 0. 0.
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[[-1.21421259 -0.16455957 -0.00640673 ..., -0.43875085 -0.61516562
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[-1.32221069 0.07689828 -0.04501024 ..., -0.49466415 -0.32051284
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...,
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[-1.40342172 -0.04310995 -0.13463796 ..., -0.53702619 -0.56868704
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hidden inputs: [-5.06518306 -5.05375927 -5.95005452 -6.48762196 -6.68571413 -6.91096215
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hidden Outputs: [ 0.00627315 0.00634477 0.00259893 0.00151985 0.00124707 0.00099581
0.00554588 0.011969 0.00281216 0.00437832 0.00433139 0.00557369
0.00172221 0.00136038 0.00113688 0.0030859 0.01110014 0.00191492
0.00317699 0.00215877 0.01639084 0.00544561 0.00266876 0.00164546
0.00367371 0.00082883 0.0019481 0.00121064 0.00260034 0.00193307]
final inputs: [-0.09451869 -0.00485566 0.03154048 0.11283968 0.0060449 0.06253403
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[[-0.61763115 -0.11441483 0.28876862 0.95205754 -0.18315281 0.81816864
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oet: [ 0.09747872 0.00781569 -0.02858045 -0.10987965 -0.00308487 -0.059574
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hidden inputs: [-4.77300973 -4.98714356 -5.36528937 -6.29592439 -6.45432195 -6.39919392
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hidden Outputs: [ 0.00838401 0.00677887 0.00465434 0.00184041 0.00157123 0.00166014
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oet: [ 2.54560991 2.42858406 2.38427669 2.27668712 2.41423253 2.34110888
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hidden inputs: [-4.09097768 -3.82547987 -4.89738174 -4.96819002 -5.12766771 -5.53966254
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hidden Outputs: [ 0.01644782 0.02134253 0.00741078 0.00690768 0.00589541 0.00391248
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final inputs: [-0.26225576 -0.01559382 0.08815772 0.32105692 0.0266099 0.18576367
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oet: [ 0.59048609 0.34382415 0.24007262 0.00717341 0.30162043 0.14246667
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hidden inputs: [-5.34864784 -5.32040844 -5.78706785 -6.22785886 -6.32151265 -6.33546158
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hidden Outputs: [ 0.00473208 0.00486695 0.00305758 0.00196979 0.001794 0.00176919
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final inputs: [-0.09550129 -0.00685467 0.02786396 0.10802062 0.00465201 0.05995818
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oet: [ 0.38238698 0.2306266 0.16839372 0.02444402 0.20858275 0.11116899
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hidden inputs: [-4.97947752 -5.16637153 -6.13295721 -6.26035043 -6.54488598 -7.24310615
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hidden Outputs: [ 0.00683068 0.00567287 0.00216545 0.00190693 0.00143538 0.00071458
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final inputs: [-0.0842813 -0.00476316 0.02599278 0.09917992 0.0049062 0.05714779
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oet: [-0.3096987 -0.38921685 -0.41997279 -0.49315993 -0.39888621 -0.4511278
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hidden inputs: [-4.98523572 -5.25743721 -5.49106905 -6.16125344 -6.37429375 -6.44567292
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hidden Outputs: [ 0.00679172 0.00518165 0.0041065 0.00210517 0.00170192 0.00158486
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0.0046229 0.00286297 0.00228924 0.00214401 0.00302667 0.003547 ]
final inputs: [-0.10068489 -0.00850035 0.02884456 0.1147294 0.0034978 0.06401088
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hidden inputs: [-3.00542641 -2.77863932 -3.96837676 -3.74830599 -3.47273361 -4.62520391
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hidden inputs: [-4.65641641 -4.94733098 -5.35259624 -6.40184048 -5.94605688 -6.67568411
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hidden Outputs: [ 0.00941104 0.00705225 0.00471352 0.00165576 0.00260931 0.00125962
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final inputs: [-0.12867794 -0.00998418 0.03538243 0.14915938 0.00364438 0.08511978
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hidden Outputs: [ 0.00680122 0.00677033 0.0044628 0.00223177 0.00188508 0.00221578
0.00560974 0.00854088 0.00207325 0.00514469 0.00483811 0.00607482
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-0.00348229 -0.06572028 -0.09627311 0.10434197]
[[-0.61763115 -0.11441483 0.28876862 0.95205754 -0.18315281 0.81816864
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0.09489151 -0.55822067 -0.73987435 0.71575635]
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oet: [ 0.60019483 0.4944032 0.45231609 0.35555341 0.48014829 0.41249875
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[-0.43931265 -0.02991729 0.14310542 0.52295411 0.03861202 0.30991318
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X: [ 0. 0. -0.5036826 0.68818367 0.03189788 0. 0.
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[[-1.21421259 -0.16455957 -0.00640673 ..., -0.43875085 -0.61516562
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[-1.40342172 -0.04310995 -0.13463796 ..., -0.53702619 -0.56868704
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hidden inputs: [-3.54890693 -3.36167963 -4.28148925 -4.14453464 -4.10505456 -4.71683275
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-3.971941 -4.502502 -4.61703957 -4.50139445 -4.06626482 -4.01631446]
hidden Outputs: [ 0.02795226 0.03351477 0.01363362 0.01560348 0.01622164 0.00886418
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0.01848857 0.01095979 0.00978531 0.0109718 0.01685242 0.01770031]
final inputs: [-0.43931265 -0.02991729 0.14310542 0.52295411 0.03861202 0.30991318
-0.02443395 -0.25367197 -0.37447714 0.39734402]
[[-0.61763115 -0.11441483 0.28876862 0.95205754 -0.18315281 0.81816864
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oet: [ 1.12589163 0.71649626 0.54347356 0.16362486 0.64796696 0.3766658
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X: [ 1. 0. 0.11951233 -1.07411506 -0.21168512 0. 0.
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[[-1.21421259 -0.16455957 -0.00640673 ..., -0.43875085 -0.61516562
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[-1.32221069 0.07689828 -0.04501024 ..., -0.49466415 -0.32051284
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...,
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hidden inputs: [-4.20464041 -4.55254609 -5.46268502 -5.8638389 -5.35776083 -6.51640768
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-5.38360193 -5.80465333 -5.4563137 -5.87355932 -5.3784349 -5.58134789]
hidden Outputs: [ 0.01470664 0.01043039 0.00422423 0.00283227 0.00468935 0.00147679
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0.00457027 0.00300445 0.00425112 0.00280495 0.00459384 0.00375334]
final inputs: [-0.15305814 -0.00676472 0.05117263 0.1837285 0.00936859 0.10846957
-0.00552342 -0.08783277 -0.12981368 0.14675706]
[[-0.61763115 -0.11441483 0.28876862 0.95205754 -0.18315281 0.81816864
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oet: [ 1.38542967 1.23913625 1.18119889 1.04864303 1.22300294 1.12390196
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hidden inputs: [-5.42419605 -5.05582668 -6.06477288 -6.3664994 -6.37187301 -6.87742152
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hidden Outputs: [ 0.00438926 0.00633175 0.0023179 0.00171522 0.00170604 0.00102974
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oet: [ 0.7016133 0.6142637 0.57904509 0.50069648 0.60182706 0.54717038
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[[-1.21421259 -0.16455957 -0.00640673 ..., -0.43875085 -0.61516562
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...,
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[-1.40342172 -0.04310995 -0.13463796 ..., -0.53702619 -0.56868704
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hidden inputs: [-3.27056775 -3.11272282 -4.2146706 -4.25304602 -3.81575387 -4.51891981
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-4.29093265 -4.45683119 -4.15929148 -4.25440979 -4.22774604 -4.2438772 ]
hidden Outputs: [ 0.03659481 0.04258549 0.014562 0.01402145 0.02154663 0.01078325
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final inputs: [-0.53083408 -0.03156581 0.17912769 0.64640009 0.04759088 0.38534841
-0.01933116 -0.30679063 -0.45943955 0.50228908]
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oet: [ 2.87132987 2.3720616 2.16136811 1.69409571 2.29290491 1.95514738
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X: [ 0. 0. -0.19208513 0.01436357 -1.55384381 0. 1.
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[-1.32221069 0.07689828 -0.04501024 ..., -0.49466415 -0.32051284
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hidden inputs: [-3.96389958 -3.4710603 -4.34484632 -4.88850713 -4.91720119 -4.96864227
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-4.66977664 -4.64287191 -4.62198035 -4.9343654 -4.52375401 -4.61346064]
hidden Outputs: [ 0.01863506 0.03014696 0.01280735 0.00747634 0.0072664 0.00690458
0.02081671 0.01637821 0.02047896 0.01205699 0.01500727 0.02845256
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final inputs: [-0.34413228 -0.02528307 0.1084253 0.39924367 0.02210128 0.23148194
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oet: [ 0.93698931 0.61814009 0.48443172 0.19361336 0.57075574 0.36137508
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hidden inputs: [-5.01545209 -5.11431896 -6.11684917 -6.33933483 -6.77760341 -6.82409242
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hidden Outputs: [ 0.0065909 0.00597416 0.00220054 0.00176236 0.00113771 0.00108608
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-0.00196161 -0.05436961 -0.07877263 0.08721451]
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oet: [ 0.78903606 0.70257284 0.66758352 0.58801484 0.69074826 0.63524038
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...,
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[-1.40342172 -0.04310995 -0.13463796 ..., -0.53702619 -0.56868704
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hidden inputs: [-3.39920571 -2.95139542 -4.22352639 -4.16315714 -3.51633417 -4.6694804
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-3.89382913 -4.34663099 -3.60827981 -4.04079155 -3.70887091 -4.32703028]
hidden Outputs: [ 0.0323203 0.0496706 0.01443547 0.01532001 0.02885103 0.00929003
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0.01996066 0.0127848 0.02638347 0.01727971 0.02391904 0.01303457]
final inputs: [-0.61816173 -0.03058023 0.21562601 0.76262518 0.06393593 0.45233495
-0.0201214 -0.35829212 -0.54370186 0.58543007]
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oet: [ 2.83185723 2.24427573 1.99806949 1.45107032 2.14975957 1.76136055
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X: [ 1. 0. 0.4311098 -1.59243821 0.88607317 1. 0.
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[-1.32221069 0.07689828 -0.04501024 ..., -0.49466415 -0.32051284
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hidden inputs: [-5.05743556 -5.07288989 -5.3397283 -5.97831155 -6.86883562 -6.49611988
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hidden Outputs: [ 0.00632164 0.00622529 0.00477427 0.0025267 0.00103861 0.00150701
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final inputs: [-0.1102951 -0.00654937 0.03206001 0.13021127 0.00697274 0.07348062
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oet: [ 1.05598771 0.95224198 0.9136326 0.81548135 0.93871987 0.872212
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hidden inputs: [-4.25222057 -4.16021021 -4.12044693 -4.74696593 -5.05168019 -4.79799882
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hidden Outputs: [ 0.01403287 0.01536453 0.01597782 0.00860333 0.00635789 0.00817879
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oet: [-0.60297339 -0.89690224 -1.00931014 -1.28420825 -0.93933255 -1.12480934
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X: [ 1. 0. 0.63884145 -0.65945653 0.76428167 0. 1.
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...,
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hidden inputs: [-5.60811754 -4.86971049 -6.39380021 -6.13455479 -6.58674153 -6.91249678
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hidden Outputs: [ 0.00365456 0.00761712 0.0016691 0.00216201 0.00137663 0.00099428
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final inputs: [-0.08364413 -0.00520593 0.02641125 0.09696239 0.00529046 0.05640853
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oet: [ 2.72184495 2.64340675 2.61178956 2.54123843 2.63291035 2.58179229
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[-1.32221069 0.07689828 -0.04501024 ..., -0.49466415 -0.32051284
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hidden inputs: [-5.13901097 -4.61442945 -5.77630902 -6.4264758 -6.28251034 -6.99311974
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-5.98203724 -6.51344933 -5.98302859 -6.85145493 -6.29055835 -6.12352386]
hidden Outputs: [ 0.00582931 0.00981063 0.00309056 0.00161553 0.00186522 0.00091734
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final inputs: [-0.09983547 -0.00631016 0.03268126 0.11853787 0.00628254 0.06936846
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hidden inputs: [-3.21483418 -3.54370272 -4.56098717 -4.09627414 -4.27718499 -5.21112147
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hidden inputs: [-4.2134877 -3.65271108 -4.46381808 -4.90874065 -4.95230038 -4.72797265
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X: [ 0. 0. 1.26203639 -1.33327663 -1.55384381 0. 0.
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[-1.40342172 -0.04310995 -0.13463796 ..., -0.53702619 -0.56868704
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hidden inputs: [-3.29409962 -3.25635447 -3.56381038 -3.97641349 -3.93294993 -4.5623312
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hidden Outputs: [ 0.03577416 0.03709922 0.02755015 0.01840758 0.01920958 0.01032988
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final inputs: [-0.60989415 -0.03638056 0.19646851 0.73548837 0.05380043 0.42639868
-0.02916212 -0.35609417 -0.53369371 0.5729661 ]
[[-0.61763115 -0.11441483 0.28876862 0.95205754 -0.18315281 0.81816864
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oet: [ 0.33168832 -0.24182527 -0.47467434 -1.0136942 -0.33200626 -0.70460451
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X: [ 0. 0. 0.53497563 1.62116534 0.03189788 0. 1.
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hidden inputs: [-3.53050467 -3.83053119 -4.05002261 -4.09674128 -4.28901895 -3.80016357
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hidden Outputs: [ 0.02845663 0.02123728 0.01712365 0.01635484 0.01353273 0.02187777
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final inputs: [-0.53546548 -0.02851759 0.17496887 0.65115604 0.04929895 0.36976871
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oet: [-0.31609818 -0.82304607 -1.02653253 -1.5027197 -0.90086261 -1.22133237
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hidden Outputs: [ 0.0047438 0.00502361 0.00162751 0.00158667 0.00118838 0.00082261
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oet: [ 0.604396 0.53697351 0.5098216 0.44687496 0.52775125 0.48379207
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X: [ 1. 0. -0.08821931 -0.76312116 -0.82146002 0. 1.
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hidden inputs: [-4.2598084 -4.3560308 -4.65701307 -4.8427376 -5.26305224 -4.68484249
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hidden Outputs: [ 0.01392827 0.0126667 0.00940548 0.00782374 0.00515278 0.0091497
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final inputs: [-0.31838271 -0.01879409 0.10254592 0.38273573 0.02713751 0.21478516
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oet: [-0.59933762 -0.89892624 -1.02026625 -1.30045607 -0.94485784 -1.13250549
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X: [ 0. 0. -0.71141425 0.94734524 -0.45608552 1. 0.
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hidden inputs: [-3.26602476 -3.12196169 -2.65525729 -3.22321939 -3.39951648 -3.20549945
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hidden Outputs: [ 0.03675531 0.04221039 0.06566572 0.03830123 0.03231058 0.03895929
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hidden inputs: [-2.96974961 -2.96350393 -2.98229597 -3.31151384 -3.0816229 -3.23668572
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hidden Outputs: [ 0.04881135 0.04910214 0.04823212 0.0351783 0.04387169 0.03780828
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X: [ 0. 0. -1.23074336 -0.5557919 0.88607317 0. 0.
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...,
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hidden inputs: [-3.60125957 -3.46452385 -4.13084288 -4.19828605 -4.28913559 -4.47559559
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-3.63265573 -4.41946511 -3.99317016 -3.78472473 -3.83744113 -4.22331923]
hidden Outputs: [ 0.0265644 0.03033867 0.01581519 0.014799 0.01353117 0.01125532
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final inputs: [-0.55709734 -0.03767184 0.18885682 0.66350572 0.05394512 0.37603813
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[-0.92436184 -0.08201199 0.432863 1.20141064 0.19126405 0.75910022
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oet: [-0.29446632 -0.81389182 -1.04042048 -1.51506938 -0.90550878 -1.22760179
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X: [ 0. 0. 0.74270727 1.36200377 0.03189788 0. 0.
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[-1.32221069 0.07689828 -0.04501024 ..., -0.49466415 -0.32051284
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...,
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[-1.40342172 -0.04310995 -0.13463796 ..., -0.53702619 -0.56868704
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hidden inputs: [-4.22084694 -3.83806716 -4.41661297 -4.917051 -5.04455723 -4.88580941
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-4.13692887 -5.12100784 -4.43639134 -4.7013009 -4.22900287 -4.58057588]
hidden Outputs: [ 0.01447364 0.0210812 0.01193099 0.00726748 0.00640305 0.00749639
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0.01572074 0.00593457 0.01170007 0.00900169 0.01435776 0.01014502]
final inputs: [-0.32747856 -0.01869665 0.0982837 0.38962918 0.02198296 0.2216305
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hidden inputs: [-3.85583001 -3.93153582 -4.28921111 -4.87609866 -4.83885898 -5.21894745
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hidden inputs: [-5.53292562 -5.20914884 -6.31594298 -6.44983879 -6.7970569 -6.90533494
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final inputs: [-0.06839688 -0.00386214 0.02195614 0.08231662 0.00519045 0.04685455
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hidden inputs: [-2.63451554 -1.64605784 -2.15281128 -2.54235789 -2.29214096 -2.07809354
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hidden inputs: [-2.40395417 -2.5254582 -2.37077326 -2.69106907 -2.46611008 -2.46055945
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hidden Outputs: [ 0.08287167 0.07409263 0.0854287 0.06350241 0.0782684 0.07866978
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hidden inputs: [-2.87139872 -2.82831587 -3.41203492 -2.91102018 -3.21236281 -3.02747607
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hidden Outputs: [ 0.05358567 0.05581308 0.03192145 0.05161148 0.03870313 0.04619992
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-0.04419514 -0.77671425 -1.14992715 1.18263119]
[[-0.61763115 -0.11441483 0.28876862 0.95205754 -0.18315281 0.81816864
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[-1.05774395 0.01656603 0.15784551 0.96420602 0.07686185 0.52705157
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[-0.89464063 -0.20086236 0.22937014 1.17960123 0.21895126 0.75506585
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[-0.92436184 -0.08201199 0.432863 1.20141064 0.19126405 0.75910022
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[-1.28150117 -0.10768465 0.43290795 1.16492212 0.14185567 0.69908132
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[-1.0054874 0.06847389 0.07523013 1.08004359 -0.01444422 0.38134015
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[-0.51793327 0.15447256 0.06436214 0.88588433 0.00672181 0.25114441
0.09489151 -0.55822067 -0.73987435 0.71575635]
[-1.06749424 -0.60847267 0.20407928 0.88797409 -0.11528364 0.42224184
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[-0.49928589 0.12898566 0.12637523 1.0879891 -0.27805396 0.59678768
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[-0.70115963 -0.06591424 0.5914406 1.00876937 0.59730724 0.88855416
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[-0.90834714 0.15199339 0.44859568 0.83191366 0.04766912 0.43062247
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[-0.84885333 -0.17474141 0.56305134 0.80064968 0.04441527 0.38206343
0.26652929 -0.55235003 -0.45805456 0.5743902 ]
[-0.33588684 0.1998094 0.37196124 1.27329749 0.60659356 0.48177119
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[-0.97359332 -0.19290581 0.40812265 1.36464441 -0.00964853 0.42234868
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[-1.0851054 0.07533642 0.17592384 0.86910736 0.07733941 0.60759252
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0.0785913 -0.56082543 -1.12606304 0.89252601]
[-0.60537691 -0.05375591 0.55384355 0.98316534 -0.03574606 0.64529661
0.43493424 -0.78862647 -1.02308487 0.96725026]
[-0.84334033 -0.25352918 0.36258224 1.2614768 0.03381467 0.59727097
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[-1.13966531 0.1275679 0.51705277 1.19018467 0.05961821 0.81472225
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oet: [ 0.60885535 -0.58425357 -1.09749729 -2.23843162 -0.79286622 -1.58327318
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[-0.35689578 -0.02745572 0.10613872 0.41997233 0.01543697 0.23979219
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X: [ 0. 0. -1.43847501 -0.60762422 0.76428167 1. 0.
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[[-1.21421259 -0.16455957 -0.00640673 ..., -0.43875085 -0.61516562
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[-1.32221069 0.07689828 -0.04501024 ..., -0.49466415 -0.32051284
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[-1.40126947 -0.27457987 -0.14172506 ..., -0.31554287 -0.55017858
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...,
[-1.6645024 -0.07946937 -0.22137856 ..., -0.35625264 -0.67485155
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[-1.43377535 -0.14240364 -0.23257206 ..., -0.51160098 -0.29017676
-0.66346766]
[-1.40342172 -0.04310995 -0.13463796 ..., -0.53702619 -0.56868704
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hidden inputs: [-3.493165 -3.73524951 -4.28457873 -4.967509 -4.709688 -5.31989058
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-4.23178887 -5.30784305 -4.55846207 -4.86614663 -4.35895907 -4.58480954]
hidden Outputs: [ 0.02950733 0.02331085 0.01359213 0.00691235 0.00892718 0.00486946
0.0155998 0.02089204 0.01839942 0.01764392 0.01262019 0.03276602
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0.01095541 0.0071424 0.0242066 0.01424798 0.01493953 0.00713483
0.01431839 0.00492819 0.01036951 0.00764411 0.01263014 0.01010259]
final inputs: [-0.35689578 -0.02745572 0.10613872 0.41997233 0.01543697 0.23979219
-0.02187438 -0.20977256 -0.30486412 0.32904257]
[[-0.61763115 -0.11441483 0.28876862 0.95205754 -0.18315281 0.81816864
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[-0.85098598 -0.06217753 0.46830003 0.87866669 0.0867984 0.89858543
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[-0.89464063 -0.20086236 0.22937014 1.17960123 0.21895126 0.75506585
-0.21116178 -0.7066805 -1.01210216 0.83495773]
[-0.92436184 -0.08201199 0.432863 1.20141064 0.19126405 0.75910022
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[-1.28150117 -0.10768465 0.43290795 1.16492212 0.14185567 0.69908132
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[-1.0054874 0.06847389 0.07523013 1.08004359 -0.01444422 0.38134015
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[-0.51793327 0.15447256 0.06436214 0.88588433 0.00672181 0.25114441
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[-0.70115963 -0.06591424 0.5914406 1.00876937 0.59730724 0.88855416
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[-0.90834714 0.15199339 0.44859568 0.83191366 0.04766912 0.43062247
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[-1.13966531 0.1275679 0.51705277 1.19018467 0.05961821 0.81472225
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oet: [-0.25209342 -0.58153347 -0.71512791 -1.02896152 -0.62442617 -0.84878139
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X: [ 0. 0. -1.75007248 1.56933303 -0.69966852 1. 0.
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[[-1.21421259 -0.16455957 -0.00640673 ..., -0.43875085 -0.61516562
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[-1.32221069 0.07689828 -0.04501024 ..., -0.49466415 -0.32051284
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[-1.40126947 -0.27457987 -0.14172506 ..., -0.31554287 -0.55017858
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...,
[-1.6645024 -0.07946937 -0.22137856 ..., -0.35625264 -0.67485155
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[-1.43377535 -0.14240364 -0.23257206 ..., -0.51160098 -0.29017676
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[-1.40342172 -0.04310995 -0.13463796 ..., -0.53702619 -0.56868704
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hidden inputs: [-2.72633512 -2.17130113 -2.37287005 -2.56315447 -2.455263 -2.35260924
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-2.63681742 -2.15830183 -2.33707889 -3.19662465 -2.59501837 -2.67036553
-1.81361641 -2.62568676 -2.58941823 -2.69060271 -2.42425629 -2.38869858]
hidden Outputs: [ 0.06143715 0.10235742 0.08526502 0.07154771 0.07905453 0.0868586
0.0696075 0.09142093 0.12810156 0.11476171 0.06718209 0.10735131
0.06281138 0.0853137 0.05837631 0.05677761 0.11708258 0.06111645
0.06680617 0.10355799 0.08809831 0.03929294 0.06945972 0.06474483
0.14020162 0.06750345 0.06982256 0.06353015 0.08134164 0.08403856]
final inputs: [-2.14516067 -0.17069529 0.66830278 2.52591196 0.16897563 1.48708313
-0.14568984 -1.25113382 -1.87369489 1.87041815]
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[-0.89464063 -0.20086236 0.22937014 1.17960123 0.21895126 0.75506585
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[-0.92436184 -0.08201199 0.432863 1.20141064 0.19126405 0.75910022
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[-0.51793327 0.15447256 0.06436214 0.88588433 0.00672181 0.25114441
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oet: [ 1.62438037 -0.350085 -1.18908308 -3.04669226 -0.68975593 -2.00786343
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X: [ 1. 0. 1.7813655 -1.69610284 0.88607317 0. 0.
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hidden inputs: [-4.61821372 -5.05053696 -5.2261265 -6.3715656 -6.34639612 -6.46155837
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-4.94073225 -6.24407595 -5.69983715 -6.45285931 -6.06884293 -6.0605292 ]
hidden Outputs: [ 0.00977394 0.00636512 0.00534557 0.00170656 0.00174999 0.00155992
0.00924465 0.0166031 0.00252426 0.00657546 0.00826763 0.00607952
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final inputs: [-0.13584579 -0.00448212 0.04288871 0.16596105 0.01098719 0.09290365
-0.00421708 -0.08033716 -0.12032149 0.13287963]
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[-1.13966531 0.1275679 0.51705277 1.19018467 0.05961821 0.81472225
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oet: [ 2.23928017 2.1079165 2.06054567 1.93747333 2.09244719 2.01053073
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[-0.11151842 -0.00817958 0.03821645 0.13137013 0.00822729 0.07498385
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X: [ 1. 0. 0.01564651 -1.85159979 0.76428167 0. 1.
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hidden inputs: [-5.08667056 -4.79137965 -5.86131561 -6.32499387 -6.26538889 -6.90004071
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-6.12473286 -6.79876507 -5.97383799 -6.4152064 -5.59508804 -6.00863883]
hidden Outputs: [ 0.00614062 0.00823266 0.00283941 0.00178778 0.00189737 0.00100673
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0.00585014 0.00405502 0.01930688 0.00579844 0.00383999 0.00247333
0.0021833 0.00111391 0.002538 0.00163381 0.00370231 0.00245141]
final inputs: [-0.11151842 -0.00817958 0.03821645 0.13137013 0.00822729 0.07498385
-0.00197747 -0.06431858 -0.09317336 0.10215449]
[[-0.61763115 -0.11441483 0.28876862 0.95205754 -0.18315281 0.81816864
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oet: [ 2.0275089 1.92417005 1.87777402 1.78462035 1.90776319 1.84100663
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X: [ 0. 0. -0.81528007 1.93215924 -1.55384381 0. 1.
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[[-1.21421259 -0.16455957 -0.00640673 ..., -0.43875085 -0.61516562
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[-1.32221069 0.07689828 -0.04501024 ..., -0.49466415 -0.32051284
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[-1.40342172 -0.04310995 -0.13463796 ..., -0.53702619 -0.56868704
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hidden inputs: [-3.33518406 -2.64264638 -2.93560026 -2.79375154 -3.15279814 -2.84236311
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-2.79154026 -2.93995675 -2.86964998 -2.75311054 -2.66911381 -2.52889242]
hidden Outputs: [ 0.0343837 0.06644369 0.05042151 0.05766277 0.04098117 0.05507742
0.05083802 0.05527919 0.06043054 0.0734161 0.05636729 0.0671011
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0.06922307 0.0633307 0.06760607 0.04460011 0.08547439 0.06557184
0.05778304 0.05021334 0.05367443 0.05991122 0.06482067 0.07385737]
final inputs: [-1.49389353 -0.09518701 0.49708316 1.81456897 0.15916906 1.05335533
-0.0767656 -0.85989979 -1.31598517 1.34668917]
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hidden inputs: [-3.05774632 -3.43131554 -4.01808162 -4.89080616 -4.45773396 -5.35266931
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hidden Outputs: [ 0.04488422 0.03133098 0.01766961 0.0074593 0.01145584 0.00471317
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[-1.13966531 0.1275679 0.51705277 1.19018467 0.05961821 0.81472225
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oet: [ 1.20581748 0.73920435 0.55614521 0.11408355 0.67618707 0.36509629
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X: [ 0. 0. 1.26203639 -0.24479801 0.03189788 0. 1.
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[-1.32221069 0.07689828 -0.04501024 ..., -0.49466415 -0.32051284
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...,
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[-1.43377535 -0.14240364 -0.23257206 ..., -0.51160098 -0.29017676
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[-1.40342172 -0.04310995 -0.13463796 ..., -0.53702619 -0.56868704
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hidden inputs: [-4.16472388 -3.45597518 -4.79224204 -4.91546547 -5.00836709 -5.63407873
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-4.90251794 -5.40742486 -4.59699656 -5.67102322 -4.75088215 -4.79046726]
hidden Outputs: [ 0.01529639 0.03059117 0.00822562 0.00727893 0.00663745 0.00356124
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0.00816043 0.00485245 0.00588856 0.00939956 0.03297686 0.00588274
0.02112858 0.00912207 0.02597282 0.02179942 0.01376694 0.0050198
0.00737309 0.00446316 0.00998144 0.00343252 0.00856999 0.00824011]
final inputs: [-0.29684423 -0.01570042 0.10138594 0.36565214 0.02973328 0.21404616
-0.01009298 -0.16919736 -0.26048826 0.28292561]
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[-0.92436184 -0.08201199 0.432863 1.20141064 0.19126405 0.75910022
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[-1.0054874 0.06847389 0.07523013 1.08004359 -0.01444422 0.38134015
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[-0.51793327 0.15447256 0.06436214 0.88588433 0.00672181 0.25114441
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[-1.13966531 0.1275679 0.51705277 1.19018467 0.05961821 0.81472225
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oet: [ 0.40455232 0.12340851 0.00632215 -0.25794405 0.07797481 -0.10633807
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X: [ 1. 0. 0.74270727 0.7918483 -0.21168512 0. 0.
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[[-1.21421259 -0.16455957 -0.00640673 ..., -0.43875085 -0.61516562
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[-1.32221069 0.07689828 -0.04501024 ..., -0.49466415 -0.32051284
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[-1.40342172 -0.04310995 -0.13463796 ..., -0.53702619 -0.56868704
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hidden inputs: [-4.14179105 -4.6043111 -4.10134238 -4.59397186 -5.12405043 -4.56916871
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-4.37075565 -5.44978981 -4.90480465 -4.93891131 -4.60877942 -4.44940613]
hidden Outputs: [ 0.01564568 0.00990942 0.01628099 0.01001137 0.00591665 0.01026021
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0.00785078 0.0119883 0.02789579 0.01633503 0.01323997 0.00711133
0.01248387 0.00427882 0.00735637 0.00711146 0.00986567 0.01155053]
final inputs: [-0.31029226 -0.01343764 0.09910419 0.37712693 0.02844424 0.21317582
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hidden inputs: [-3.17420658 -3.59526285 -3.60950583 -3.6090356 -4.21857834 -3.68907763
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hidden Outputs: [ 0.040148 0.02671991 0.026352 0.02636406 0.01450603 0.02438553
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...,
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hidden inputs: [-4.3917756 -4.00881143 -5.4120603 -5.1514278 -5.37723898 -6.00439506
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hidden Outputs: [ 0.01222737 0.01783124 0.00444261 0.00575779 0.00459931 0.00246181
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oet: [ 2.64358322 2.4620257 2.3843517 2.21799515 2.43256962 2.31155799
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hidden inputs: [-4.73845078 -5.08030496 -5.47867925 -6.05923782 -6.74650041 -6.40703517
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hidden Outputs: [ 0.00867626 0.00617959 0.00415748 0.00233074 0.00117361 0.00164719
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final inputs: [-0.11429689 -0.00855483 0.03353581 0.13311341 0.00427644 0.07387065
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[[-0.61763115 -0.11441483 0.28876862 0.95205754 -0.18315281 0.81816864
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hidden inputs: [-4.18241982 -4.51847794 -4.55333213 -5.06087214 -4.99567805 -4.91112258
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hidden inputs: [-3.45757098 -3.24679184 -3.6258844 -4.48262433 -4.50167605 -4.80491608
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[[-0.61763115 -0.11441483 0.28876862 0.95205754 -0.18315281 0.81816864
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[-0.89464063 -0.20086236 0.22937014 1.17960123 0.21895126 0.75506585
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[-1.0054874 0.06847389 0.07523013 1.08004359 -0.01444422 0.38134015
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oet: [ 0.38306323 -0.10800707 -0.312331 -0.75966914 -0.1807341 -0.49635123
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X: [ 0. 0. -0.71141425 -0.50395959 -0.21168512 0. 0.
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hidden inputs: [-2.41892413 -2.26797929 -2.91061903 -2.44048243 -2.36534914 -2.69759466
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-2.91924 -2.98246266 -2.99418622 -3.01370643 -2.51354744 -3.12094825]
hidden Outputs: [ 0.08174097 0.09380985 0.05163112 0.08013734 0.08585345 0.06311544
0.09425424 0.08050671 0.07753068 0.07620481 0.10674016 0.05683191
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0.05121062 0.04822447 0.04768921 0.04681049 0.07491389 0.04225138]
final inputs: [-1.79228761 -0.11579761 0.60290304 2.18546999 0.21075955 1.30622081
-0.06551129 -1.02249884 -1.5809753 1.66976568]
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oet: [ 2.77657162 1.10008161 0.38138097 -1.20118598 0.77352445 -0.3219368
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[-0.55299577 -0.03067391 0.18914811 0.66497677 0.05295269 0.3898055
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X: [ 0. 1. -0.60754843 -1.33327663 2.95979824 0. 0.
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[-1.32221069 0.07689828 -0.04501024 ..., -0.49466415 -0.32051284
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...,
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hidden inputs: [-3.6814669 -2.88118073 -3.98576158 -3.96310068 -4.04570892 -5.13358716
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-4.18126787 -4.63643464 -4.00361359 -4.61051191 -3.78528031 -4.41409134]
hidden Outputs: [ 0.02456725 0.05309175 0.01823943 0.01864968 0.01719641 0.00586082
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final inputs: [-0.55299577 -0.03067391 0.18914811 0.66497677 0.05295269 0.3898055
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oet: [ 0.80955637 0.28723452 0.0674125 -0.40841617 0.20360792 -0.13324489
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hidden inputs: [-3.85153093 -3.99457441 -4.00285757 -4.73468342 -4.57074249 -4.18790243
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hidden Outputs: [ 0.02080513 0.01808229 0.01793581 0.00870872 0.01024424 0.01495116
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oet: [-0.40222253 -0.83816642 -1.01385546 -1.41832615 -0.90479732 -1.18025734
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X: [ 1. 1. 0.63884145 0.32535746 0.27629827 0. 1.
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hidden inputs: [-5.40670146 -4.90812717 -6.27010187 -6.30407492 -6.97917944 -6.84145302
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hidden Outputs: [ 0.00446638 0.00733215 0.00188846 0.0018255 0.0009302 0.00106741
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final inputs: [-0.07257067 -0.00473643 0.02316207 0.08430742 0.002539 0.04871374
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[[-0.61763115 -0.11441483 0.28876862 0.95205754 -0.18315281 0.81816864
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oet: [ 0.66542769 0.59759346 0.56969495 0.50854961 0.59031803 0.54414328
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[[-1.21421259 -0.16455957 -0.00640673 ..., -0.43875085 -0.61516562
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...,
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hidden inputs: [-5.01524652 -5.09006993 -6.1478826 -6.54622201 -6.83388317 -6.70117435
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hidden Outputs: [ 0.00659225 0.00611991 0.00213344 0.00143347 0.00107551 0.00122796
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final inputs: [-0.09559339 -0.00620017 0.02868962 0.11397118 0.00520131 0.06409199
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...,
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hidden inputs: [-3.90262891 -3.3290438 -3.82767069 -4.18629186 -4.24194375 -3.79380338
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-3.14777599 -4.46937598 -3.70269956 -4.1331761 -3.74148873 -3.85233532]
hidden Outputs: [ 0.01978925 0.03458815 0.02129682 0.0149749 0.01417577 0.02201429
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0.041179 0.01132474 0.02406354 0.01577891 0.02316922 0.02078875]
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-0.02028321 -0.37651794 -0.56658778 0.58527351]
[[-0.61763115 -0.11441483 0.28876862 0.95205754 -0.18315281 0.81816864
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[-0.70115963 -0.06591424 0.5914406 1.00876937 0.59730724 0.88855416
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[-0.90834714 0.15199339 0.44859568 0.83191366 0.04766912 0.43062247
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[-1.13966531 0.1275679 0.51705277 1.19018467 0.05961821 0.81472225
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oet: [ 0.52392547 -0.08793947 -0.3414765 -0.89838497 -0.18171268 -0.57479962
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[-0.59667118 -0.03484115 0.1909624 0.71556724 0.05580521 0.4115389
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X: [ 0. 0. 0.32724398 1.31017145 0.27629827 0. 1.
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[[-1.21421259 -0.16455957 -0.00640673 ..., -0.43875085 -0.61516562
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[-1.32221069 0.07689828 -0.04501024 ..., -0.49466415 -0.32051284
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...,
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[-1.43377535 -0.14240364 -0.23257206 ..., -0.51160098 -0.29017676
-0.66346766]
[-1.40342172 -0.04310995 -0.13463796 ..., -0.53702619 -0.56868704
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hidden inputs: [-3.56804049 -3.62739172 -4.19083524 -3.74495345 -4.41176587 -3.79665206
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-3.52073537 -4.65307697 -3.98718691 -4.4776813 -4.03590634 -3.81764391]
hidden Outputs: [ 0.02743705 0.02589695 0.01490803 0.02309094 0.01198827 0.02195304
0.04419137 0.03994011 0.0157365 0.01884658 0.02306588 0.02098458
0.01979468 0.01188649 0.01574641 0.01626485 0.06818352 0.0187896
0.02712524 0.01990685 0.05134294 0.02604089 0.02574884 0.01296964
0.02872797 0.00944222 0.01821393 0.01123213 0.01736286 0.02150682]
final inputs: [-0.59667118 -0.03484115 0.1909624 0.71556724 0.05580521 0.4115389
-0.01975138 -0.34588394 -0.5226885 0.55315966]
[[-0.61763115 -0.11441483 0.28876862 0.95205754 -0.18315281 0.81816864
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[-0.92436184 -0.08201199 0.432863 1.20141064 0.19126405 0.75910022
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[-1.0054874 0.06847389 0.07523013 1.08004359 -0.01444422 0.38134015
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[-0.51793327 0.15447256 0.06436214 0.88588433 0.00672181 0.25114441
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[-1.13966531 0.1275679 0.51705277 1.19018467 0.05961821 0.81472225
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oet: [ 1.22811959 0.66628956 0.44048602 -0.08411883 0.57564321 0.21990951
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X: [ 0. 1. 1.15817056 -1.07411506 -0.69966852 0. 0.
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[[-1.21421259 -0.16455957 -0.00640673 ..., -0.43875085 -0.61516562
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[-1.32221069 0.07689828 -0.04501024 ..., -0.49466415 -0.32051284
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[-1.40126947 -0.27457987 -0.14172506 ..., -0.31554287 -0.55017858
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...,
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[-1.40342172 -0.04310995 -0.13463796 ..., -0.53702619 -0.56868704
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hidden inputs: [-1.92785474 -2.36807451 -2.93113579 -2.41902553 -2.78470645 -3.26953342
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-3.73983985 -2.99600761 -2.98229413 -2.83387276 -3.20078238 -3.19810424]
hidden Outputs: [ 0.12698822 0.0856398 0.0506357 0.08173336 0.05815623 0.03663129
0.08781696 0.11584479 0.06269646 0.10908705 0.10377163 0.0668139
0.05452405 0.04709029 0.03195105 0.05347672 0.13373265 0.10791494
0.06839896 0.06215063 0.13517735 0.10761698 0.0397738 0.0525874
0.02320657 0.04760656 0.04823221 0.05552097 0.03913629 0.03923713]
final inputs: [-1.72748084 -0.11780217 0.60956901 2.18812936 0.16512151 1.29588413
-0.03299114 -1.02103655 -1.55569915 1.69494899]
[[-0.61763115 -0.11441483 0.28876862 0.95205754 -0.18315281 0.81816864
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hidden inputs: [-4.00162996 -3.91967395 -4.66129115 -4.72810997 -5.12547647 -5.41797299
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hidden Outputs: [ 0.01795744 0.01946131 0.0093657 0.00876565 0.00590827 0.00441654
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hidden inputs: [-3.65048258 -4.43044011 -3.95232142 -4.88143755 -5.47587723 -4.77474529
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hidden Outputs: [ 0.02532079 0.01176909 0.01884798 0.00752899 0.0041691 0.00836959
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oet: [ 0.46264989 0.13391454 0.01071477 -0.29798946 0.08821533 -0.11812032
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X: [ 1. 0. 0.53497563 1.62116534 0.03189788 0. 0.
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hidden inputs: [-4.04867427 -3.43579527 -4.04652748 -4.47558912 -4.31532215 -3.81890324
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hidden Outputs: [ 0.01714636 0.03119531 0.01718258 0.01125539 0.01318605 0.02148033
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final inputs: [-0.60206079 -0.03475968 0.20677168 0.73809649 0.05262661 0.42067832
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hidden inputs: [-5.05001635 -5.35372779 -5.77725784 -6.0951063 -6.44333921 -7.13007332
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hidden inputs: [-4.83133544 -4.777838 -5.07131584 -5.89197208 -5.55689402 -6.19436125
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oet: [ 0.76449558 0.62163748 0.56768886 0.43706909 0.60428032 0.51320275
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hidden inputs: [-4.11219173 -4.16414309 -4.93491175 -5.16824817 -5.36182586 -5.50097657
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hidden Outputs: [ 0.01610813 0.01530514 0.00713975 0.00566229 0.00467042 0.00406618
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final inputs: [-0.25626438 -0.01480827 0.08084321 0.30972451 0.02200964 0.17426976
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oet: [-0.62837762 -0.86983373 -0.9654852 -1.19436651 -0.90665163 -1.05891176
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X: [ 1. 0. 0.32724398 -2.16259368 0.88607317 0. 1.
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hidden inputs: [-4.95689522 -5.02131726 -5.92156808 -6.46393209 -6.56846126 -7.05800219
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hidden Outputs: [ 0.00698559 0.00655261 0.00267382 0.00155623 0.00140199 0.00085976
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final inputs: [-0.10382908 -0.00753747 0.03511801 0.12139249 0.00595708 0.06884214
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hidden Outputs: [ 0.0080495 0.00677737 0.00365139 0.00200476 0.00114993 0.00127483
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hidden inputs: [-5.11151496 -5.13482987 -5.78663164 -6.22177209 -6.2614436 -6.62824679
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hidden inputs: [-4.62413913 -5.00838183 -5.11827926 -5.31476311 -5.80174893 -5.24968211
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hidden Outputs: [ 0.00971676 0.00663736 0.00595069 0.00489437 0.00301316 0.00522178
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hidden inputs: [-3.66834816 -3.62372313 -3.41023504 -3.84654618 -4.3270128 -3.68249134
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hidden inputs: [-3.66476765 -3.57327977 -3.95654511 -4.05522599 -4.22317796 -4.66185937
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hidden Outputs: [ 0.02497062 0.02729759 0.01877004 0.0170363 0.01444043 0.00936043
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oet: [-0.4918892 -0.98962762 -1.19198255 -1.65167366 -1.07226027 -1.38028136
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X: [ 1. 0. 1.15817056 0.16986051 -0.69966852 0. 0.
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[-1.32221069 0.07689828 -0.04501024 ..., -0.49466415 -0.32051284
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hidden inputs: [-4.88452017 -5.00096298 -5.68455364 -6.46480848 -6.29524421 -6.9623125
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hidden Outputs: [ 0.00750599 0.00668645 0.00338654 0.00155487 0.00184166 0.00094601
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final inputs: [-0.10390216 -0.00646299 0.03303845 0.1235386 0.00614299 0.0699886
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oet: [ 2.49952851 2.40208934 2.3625879 2.27208775 2.38948336 2.32563776
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hidden inputs: [-3.68490554 -4.09201337 -4.00591481 -4.56214572 -4.76830079 -4.58464179
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hidden Outputs: [ 0.02448498 0.01643107 0.01788204 0.01033177 0.00842325 0.01010427
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oet: [-0.5269648 -0.91983074 -1.07210113 -1.44106578 -0.97332714 -1.22443962
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X: [ 0. 0. 1.7813655 -1.59243821 1.86203995 0. 0.
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hidden inputs: [-3.39362448 -3.56316958 -3.73108912 -4.38587479 -4.48586853 -4.80762153
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hidden Outputs: [ 0.03249531 0.02756733 0.02340576 0.01229885 0.01114156 0.0081011
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final inputs: [-0.49254742 -0.02083952 0.16478213 0.5985262 0.04167937 0.34158338
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oet: [ 0.15369798 -0.31800993 -0.50363157 -0.93737565 -0.38052881 -0.68043283
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X: [ 1. 0. -0.08821931 0.22169283 -1.55384381 0. 1.
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hidden inputs: [-5.36538893 -5.16092439 -6.29282093 -6.36761448 -6.62299362 -6.99463847
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hidden Outputs: [ 0.00465388 0.00570368 0.00184612 0.00171331 0.00132768 0.00091594
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0.00289519 0.00245437 0.0081201 0.00464158 0.00320022 0.00225451
0.00303688 0.00090462 0.00185596 0.00133625 0.00185324 0.00217421]
final inputs: [-0.08100063 -0.0055026 0.02495782 0.09542714 0.00547344 0.05475638
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[[-0.61763115 -0.11441483 0.28876862 0.95205754 -0.18315281 0.81816864
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hidden inputs: [-4.00582689 -4.81321493 -4.2768102 -4.96999605 -5.26454287 -5.46436053
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X: [ 0. 0. 0.11951233 0.48085441 -0.69966852 0. 1.
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hidden inputs: [-4.13380662 -3.97463264 -5.10860099 -5.17557131 -5.46416045 -5.27733892
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-4.4754545 -5.50822784 -4.81073038 -5.22721928 -4.87402416 -4.73511383]
hidden Outputs: [ 0.01576912 0.01843979 0.00600822 0.00562121 0.00421803 0.00508006
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oet: [-0.55248243 -0.80469736 -0.91229477 -1.14905476 -0.84490199 -1.0090159
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X: [ 1. 0. 1.15817056 -0.91861811 -0.69966852 0. 1.
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[-1.32221069 0.07689828 -0.04501024 ..., -0.49466415 -0.32051284
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hidden inputs: [-5.12393797 -4.90100584 -6.01262965 -6.46339237 -6.80330218 -6.79181155
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hidden Outputs: [ 0.00591731 0.00738417 0.00244167 0.00155707 0.00110887 0.00112167
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oet: [ 1.50564148 1.42069906 1.38471022 1.30685072 1.4087243 1.35239573
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X: [ 0. 0. -1.54234083 0.32535746 -0.69966852 0. 0.
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hidden inputs: [-3.56323713 -3.15815759 -4.1710378 -4.04006807 -3.5417104 -4.35699041
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hidden Outputs: [ 0.02756552 0.04077105 0.01520158 0.017292 0.02814846 0.01265471
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final inputs: [-0.60968323 -0.04506427 0.19370925 0.7242629 0.05314281 0.41789675
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X: [ 1. 0. -1.02301172 -1.38510895 0.51988127 1. 0.
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hidden inputs: [-5.3009106 -5.25663704 -5.73190233 -6.18784748 -6.56583431 -6.46313774
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final inputs: [-0.10376969 -0.00697735 0.03369409 0.12263979 0.00782892 0.06802987
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X: [ 0. 0. -1.33460919 0.37718977 -0.45608552 1. 0.
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hidden inputs: [-4.04119997 -3.95373945 -4.05715875 -4.6236947 -5.05678119 -5.06158401
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hidden Outputs: [ 0.01727278 0.01882178 0.01700396 0.00972103 0.00632575 0.00629563
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oet: [-0.65636257 -0.97584395 -1.1028324 -1.40851407 -1.024672 -1.22981798
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X: [ 1. 0. 0.22337816 1.31017145 -1.55384381 0. 1.
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hidden inputs: [-4.52768533 -4.70915759 -5.19828268 -5.24620705 -5.59557912 -5.26884925
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hidden Outputs: [ 0.01069014 0.00893187 0.00549568 0.00523986 0.0037005 0.00512315
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final inputs: [-0.21097021 -0.01153879 0.06726508 0.25712467 0.01787399 0.14605469
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hidden inputs: [-5.11990434 -4.85222134 -6.08100699 -6.12075388 -6.5358093 -6.86068228
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hidden inputs: [-5.55559603 -5.03104618 -5.66121673 -6.05502018 -6.59555173 -6.97358529
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hidden Outputs: [ 0.00385088 0.00648958 0.00346623 0.00234056 0.00136457 0.00093541
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final inputs: [-0.08686113 -0.00525182 0.02693859 0.10257794 0.00555289 0.05899681
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hidden inputs: [-5.14111789 -4.81713131 -5.9208981 -6.35197092 -6.72234602 -6.70304675
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oet: [ 0.6942031 0.6046486 0.56715601 0.48689572 0.5928516 0.53398493
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hidden inputs: [-2.70811412 -2.97252738 -3.41389984 -3.00569886 -3.09707524 -3.18969108
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hidden Outputs: [ 0.06249625 0.04868254 0.03186387 0.04716908 0.04322806 0.03955551
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final inputs: [-1.06775192 -0.05805911 0.36441527 1.31705569 0.11264384 0.77949964
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oet: [ 1.77638312 0.76669031 0.34421593 -0.60842449 0.59598736 -0.07086843
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hidden inputs: [-3.23397693 -2.99112662 -3.51405564 -3.85829834 -3.6170628 -4.15100735
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hidden Outputs: [ 0.03790694 0.04782836 0.02891494 0.02066771 0.02615879 0.01550437
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final inputs: [-0.69482064 -0.04242656 0.22765604 0.8224187 0.06072872 0.47785254
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hidden inputs: [-5.4192826 -5.37829846 -5.96485867 -6.2824401 -6.89776867 -6.81966906
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hidden Outputs: [ 0.00441078 0.00459446 0.00256083 0.00186535 0.00100902 0.00109089
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oet: [-0.88045147 -0.96283776 -0.99447021 -1.07146364 -0.97470383 -1.02496705
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hidden inputs: [-4.04095265 -4.64435812 -4.79661258 -5.32585942 -5.492209 -5.50868776
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hidden Outputs: [ 0.01727697 0.00952412 0.00819004 0.00484062 0.00410184 0.00403507
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final inputs: [-0.23539654 -0.013466 0.07585483 0.29119922 0.01870569 0.16464906
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oet: [ 0.49747021 0.27553966 0.18621883 -0.02912555 0.24336798 0.0974246
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hidden inputs: [-4.50904602 -3.75381243 -4.54043904 -4.28903063 -4.61029238 -4.96908166
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hidden Outputs: [ 0.01088908 0.02289194 0.0105561 0.01353257 0.0098509 0.00690156
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final inputs: [-0.36294858 -0.02826716 0.10892811 0.43190881 0.03272939 0.24484901
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hidden inputs: [-5.06658185 -4.96538254 -5.71883592 -6.08998826 -6.15631698 -6.41611141
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hidden Outputs: [ 0.00626444 0.00692696 0.00327278 0.00226031 0.00211556 0.00163233
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hidden inputs: [-3.00421883 -2.97016114 -3.20988585 -3.34336244 -3.73715448 -3.50589127
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hidden Outputs: [ 0.04723564 0.04879224 0.03879539 0.03411319 0.02326752 0.02914507
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[-1.13966531 0.1275679 0.51705277 1.19018467 0.05961821 0.81472225
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oet: [ 0.5000014 -0.36631819 -0.73054439 -1.54251313 -0.51419707 -1.07845739
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X: [ 1. 0. -0.39981678 -1.12594737 -0.21168512 0. 1.
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[[-1.21421259 -0.16455957 -0.00640673 ..., -0.43875085 -0.61516562
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[-1.32221069 0.07689828 -0.04501024 ..., -0.49466415 -0.32051284
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hidden inputs: [-3.90138649 -4.32991571 -4.61136176 -5.18655008 -5.43558665 -5.21518054
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hidden Outputs: [ 0.01981336 0.0129975 0.00984048 0.00556017 0.00433976 0.00540409
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final inputs: [-0.27122638 -0.01469974 0.0910887 0.32780697 0.01940455 0.18541926
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[[-0.61763115 -0.11441483 0.28876862 0.95205754 -0.18315281 0.81816864
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[-1.13966531 0.1275679 0.51705277 1.19018467 0.05961821 0.81472225
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oet: [ 0.09225556 -0.16427108 -0.27005952 -0.50677779 -0.19837538 -0.36439008
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X: [ 1. 0. 1.88523132 -0.81495348 -0.21168512 0. 1.
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[[-1.21421259 -0.16455957 -0.00640673 ..., -0.43875085 -0.61516562
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[-1.32221069 0.07689828 -0.04501024 ..., -0.49466415 -0.32051284
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...,
[-1.6645024 -0.07946937 -0.22137856 ..., -0.35625264 -0.67485155
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[-1.43377535 -0.14240364 -0.23257206 ..., -0.51160098 -0.29017676
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[-1.40342172 -0.04310995 -0.13463796 ..., -0.53702619 -0.56868704
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hidden inputs: [-5.09208109 -5.04572738 -6.22925192 -6.40663737 -6.41488382 -7.33516598
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-5.73771702 -6.53256181 -6.20943871 -6.90079582 -6.3511706 -6.52056175]
hidden Outputs: [ 0.00610768 0.00639561 0.00196705 0.00164785 0.00163433 0.00065177
0.00636512 0.00740594 0.00334245 0.00502113 0.00537529 0.00452874
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0.00407609 0.00257799 0.00879122 0.00632184 0.00322488 0.00208275
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final inputs: [-0.09625071 -0.00601699 0.02843119 0.11482089 0.00549004 0.06603281
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hidden inputs: [-3.98479213 -3.08665409 -4.40964931 -4.057034 -3.74416484 -4.59438637
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final inputs: [-0.5391681 -0.03407176 0.17898481 0.65176702 0.04767882 0.38307397
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hidden inputs: [-4.2582137 -3.96362027 -4.10622604 -4.69266514 -4.99412619 -4.90529674
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hidden Outputs: [ 0.01395019 0.01864017 0.01620295 0.00907905 0.00673201 0.00735278
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final inputs: [-0.36225603 -0.02455017 0.10432333 0.42765197 0.02600525 0.24329576
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hidden inputs: [-5.25806063 -5.21427905 -6.17345553 -6.39393368 -6.70412866 -6.69594416
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oet: [-0.83587935 -0.92392682 -0.95701347 -1.0407324 -0.93578292 -0.99113613
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X: [ 1. 0. -1.54234083 -0.97045042 -0.69966852 1. 0.
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hidden inputs: [-3.52679984 -4.13719063 -3.66787311 -4.78908423 -4.73139986 -4.58824448
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hidden Outputs: [ 0.02855924 0.01571669 0.02489512 0.00825142 0.00873711 0.0100683
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final inputs: [-0.39281772 -0.02964323 0.12144929 0.46060233 0.02272603 0.2675219
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oet: [-0.4752851 -0.8384596 -0.98955212 -1.32870515 -0.89082885 -1.13562473
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X: [ 0. 0. 0.11951233 -0.76312116 0.88607317 0. 0.
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hidden inputs: [-3.22515078 -3.24195876 -4.10918147 -4.17583442 -4.26957832 -4.39264385
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-3.87823182 -4.74471115 -4.16840847 -4.71648302 -4.2580107 -4.13152948]
hidden Outputs: [ 0.03823015 0.03761692 0.01615591 0.01512994 0.01379472 0.01221689
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final inputs: [-0.50452068 -0.03255828 0.1696676 0.60790913 0.04743012 0.36059143
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hidden inputs: [-3.5484935 -3.78736656 -4.05781733 -4.43776205 -4.38676305 -4.92268507
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oet: [-0.09919574 -0.54823288 -0.73065704 -1.15770391 -0.61893658 -0.90608236
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X: [ 0. 0. -0.29595096 1.93215924 0.27629827 0. 0.
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hidden inputs: [-2.9096297 -2.85209348 -2.95655709 -3.16996671 -3.40404547 -2.89117326
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hidden Outputs: [ 0.05167958 0.0545732 0.04942752 0.0403117 0.03216927 0.05259163
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oet: [ 0.12569131 -0.93866308 -1.40851878 -2.4113691 -1.13417444 -1.83592083
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X: [ 0. 0. -0.29595096 -0.03746875 1.61845695 0. 1.
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hidden inputs: [-4.6346287 -3.73015589 -4.93704156 -4.87330001 -5.20665821 -5.21385738
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hidden Outputs: [ 0.00961634 0.0234271 0.00712467 0.00759004 0.00545009 0.00541121
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0.00951664 0.00837858 0.02279583 0.00642127 0.00864723 0.0050608
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final inputs: [-0.25861501 -0.01935302 0.07757897 0.29391891 0.01488537 0.1717503
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[[-0.61763115 -0.11441483 0.28876862 0.95205754 -0.18315281 0.81816864
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hidden inputs: [-3.01826034 -3.46780292 -3.53296409 -3.69178558 -4.0346676 -4.0749894
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hidden Outputs: [ 0.00419209 0.00489974 0.00330714 0.00255307 0.00186083 0.00170951
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oet: [-0.88595233 -0.9788189 -1.01354743 -1.10022339 -0.99167964 -1.04874244
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hidden inputs: [-3.92296163 -3.9161627 -3.9494894 -4.74905652 -4.90499824 -4.80976023
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hidden Outputs: [ 0.01939867 0.01952842 0.01890043 0.00858551 0.00735496 0.00808393
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oet: [-0.48078021 -0.88726927 -1.03323613 -1.42608573 -0.95122374 -1.19702789
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X: [ 1. 0. -0.39981678 -1.12594737 0.88607317 1. 0.
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hidden inputs: [-5.16056997 -4.96167319 -5.4333338 -6.33714658 -6.36295509 -7.19488669
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hidden Outputs: [ 0.00570569 0.00695253 0.00434951 0.00176622 0.0017213 0.00074985
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final inputs: [-0.09120775 -0.00532537 0.02693303 0.1075047 0.00468249 0.06222425
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oet: [ 1.60474513 1.51886275 1.48660435 1.40603268 1.50885489 1.45131313
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hidden inputs: [-4.63338995 -5.01385998 -5.48229735 -5.65287882 -6.28603273 -6.3590379
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hidden Outputs: [ 0.00962814 0.00660134 0.00414253 0.00349515 0.00185867 0.00172804
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oet: [ 1.97463125 1.84220588 1.79457516 1.66976755 1.82805328 1.74143529
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X: [ 0. 1. 0.01564651 1.62116534 -1.55384381 0. 0.
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[-1.32221069 0.07689828 -0.04501024 ..., -0.49466415 -0.32051284
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...,
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hidden inputs: [-3.83342734 -3.31716366 -4.5888105 -3.93925276 -4.10690814 -4.53423967
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hidden Outputs: [ 0.02117716 0.03498705 0.01006266 0.01909119 0.01619208 0.01062105
0.01774069 0.02067315 0.01969959 0.02735491 0.01741196 0.0462866
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0.01145071 0.01319755 0.01435918 0.00892031 0.00988897 0.00899959]
final inputs: [-0.41620448 -0.02972306 0.13409728 0.49187924 0.02442759 0.28695133
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[[-0.61763115 -0.11441483 0.28876862 0.95205754 -0.18315281 0.81816864
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[-0.51793327 0.15447256 0.06436214 0.88588433 0.00672181 0.25114441
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oet: [-0.33612417 -0.72260559 -0.88642593 -1.24420789 -0.77675624 -1.03927999
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X: [ 1. 0. 0.4311098 0.53268672 -1.55384381 0. 1.
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[[-1.21421259 -0.16455957 -0.00640673 ..., -0.43875085 -0.61516562
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[-1.32221069 0.07689828 -0.04501024 ..., -0.49466415 -0.32051284
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...,
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[-1.40342172 -0.04310995 -0.13463796 ..., -0.53702619 -0.56868704
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hidden inputs: [-5.58283719 -4.84866488 -6.00503116 -6.32449305 -6.84224993 -6.69729785
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-6.3599619 -6.97220209 -6.28223003 -6.85767439 -6.3172808 -6.73877741]
hidden Outputs: [ 0.00374778 0.00777787 0.00246024 0.00178867 0.00106656 0.00123272
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0.00253309 0.00270277 0.006596 0.00262656 0.00250301 0.0014262
0.00172645 0.00093671 0.00186574 0.00105025 0.00180159 0.00118269]
final inputs: [-0.07436207 -0.00517273 0.02314393 0.08636906 0.00450408 0.05071415
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[[-0.61763115 -0.11441483 0.28876862 0.95205754 -0.18315281 0.81816864
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[-0.97359332 -0.19290581 0.40812265 1.36464441 -0.00964853 0.42234868
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[-1.0851054 0.07533642 0.17592384 0.86910736 0.07733941 0.60759252
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[-1.13966531 0.1275679 0.51705277 1.19018467 0.05961821 0.81472225
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oet: [ 1.11377664 1.0445873 1.01627063 0.95304551 1.03491048 0.98870042
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[-0.15890471 -0.00714433 0.05508855 0.19903825 0.01489952 0.11231328
-0.00285007 -0.09428942 -0.14095317 0.1566131 ]
X: [ 1. 0. 2.40456044 -1.38510895 -1.55384381 0. 0.
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[[-1.21421259 -0.16455957 -0.00640673 ..., -0.43875085 -0.61516562
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[-1.32221069 0.07689828 -0.04501024 ..., -0.49466415 -0.32051284
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[-1.40126947 -0.27457987 -0.14172506 ..., -0.31554287 -0.55017858
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...,
[-1.6645024 -0.07946937 -0.22137856 ..., -0.35625264 -0.67485155
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[-1.40342172 -0.04310995 -0.13463796 ..., -0.53702619 -0.56868704
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hidden inputs: [-4.63497216 -4.59393679 -5.28669005 -6.06352808 -5.78709923 -6.6510223
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-5.4724432 -6.15540107 -5.41951195 -6.12988369 -5.51027396 -5.97169751]
hidden Outputs: [ 0.00961307 0.01001172 0.00503302 0.00232078 0.00305749 0.00129103
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final inputs: [-0.15890471 -0.00714433 0.05508855 0.19903825 0.01489952 0.11231328
-0.00285007 -0.09428942 -0.14095317 0.1566131 ]
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[-0.89464063 -0.20086236 0.22937014 1.17960123 0.21895126 0.75506585
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[-0.92436184 -0.08201199 0.432863 1.20141064 0.19126405 0.75910022
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[-0.90834714 0.15199339 0.44859568 0.83191366 0.04766912 0.43062247
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[-0.33588684 0.1998094 0.37196124 1.27329749 0.60659356 0.48177119
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-0.33013034 -0.63521876 -0.89524959 0.5130357 ]
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[-1.13966531 0.1275679 0.51705277 1.19018467 0.05961821 0.81472225
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oet: [ 0.38238698 0.2306266 0.16839372 0.02444402 0.20858275 0.11116899
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[-0.08762189 -0.0053526 0.02952539 0.10475536 0.00705282 0.05894104
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X: [ 1. 0. -0.19208513 -0.40029496 -0.69966852 0. 1.
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[[-1.21421259 -0.16455957 -0.00640673 ..., -0.43875085 -0.61516562
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[-1.32221069 0.07689828 -0.04501024 ..., -0.49466415 -0.32051284
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[-1.40126947 -0.27457987 -0.14172506 ..., -0.31554287 -0.55017858
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...,
[-1.6645024 -0.07946937 -0.22137856 ..., -0.35625264 -0.67485155
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[-1.43377535 -0.14240364 -0.23257206 ..., -0.51160098 -0.29017676
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[-1.40342172 -0.04310995 -0.13463796 ..., -0.53702619 -0.56868704
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hidden inputs: [-5.21429994 -5.12912464 -6.06689113 -6.62913833 -6.2867371 -6.65050367
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-5.26260229 -6.16556797 -4.4824013 -5.00450545 -5.80534047 -6.34054736
-5.7785091 -6.64692555 -6.04373924 -7.0429798 -6.04081988 -6.42705862]
hidden Outputs: [ 0.00540882 0.00588688 0.00231301 0.00131956 0.00185737 0.0012917
0.00544748 0.00572288 0.00443551 0.00389678 0.00327257 0.00568086
0.00219599 0.00077216 0.00150813 0.00375346 0.00966888 0.0013616
0.00515509 0.00209612 0.01117983 0.00666296 0.00300239 0.00176023
0.00308378 0.00129632 0.00236705 0.00087276 0.00237396 0.00161459]
final inputs: [-0.08762189 -0.0053526 0.02952539 0.10475536 0.00705282 0.05894104
-0.0031767 -0.05070661 -0.07517609 0.08316892]
[[-0.61763115 -0.11441483 0.28876862 0.95205754 -0.18315281 0.81816864
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[-0.85098598 -0.06217753 0.46830003 0.87866669 0.0867984 0.89858543
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[-0.92436184 -0.08201199 0.432863 1.20141064 0.19126405 0.75910022
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[-1.0054874 0.06847389 0.07523013 1.08004359 -0.01444422 0.38134015
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[-0.51793327 0.15447256 0.06436214 0.88588433 0.00672181 0.25114441
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[-0.84970372 0.27762835 0.3787673 0.82318826 0.33758826 0.8591035
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[-0.70115963 -0.06591424 0.5914406 1.00876937 0.59730724 0.88855416
0.41016772 -0.58180335 -0.81394864 1.06921684]
[-0.79936779 -0.27840724 0.39016953 1.40708805 0.22933938 0.84897701
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[-0.33588684 0.1998094 0.37196124 1.27329749 0.60659356 0.48177119
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[-0.74839975 -0.11658009 0.06865583 1.16032785 0.39652562 0.54999777
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[-1.0851054 0.07533642 0.17592384 0.86910736 0.07733941 0.60759252
-0.33013034 -0.63521876 -0.89524959 0.5130357 ]
[-0.88259522 -0.01454873 0.28154978 0.87261869 0.1227706 0.97276552
0.0785913 -0.56082543 -1.12606304 0.89252601]
[-0.60537691 -0.05375591 0.55384355 0.98316534 -0.03574606 0.64529661
0.43493424 -0.78862647 -1.02308487 0.96725026]
[-0.84334033 -0.25352918 0.36258224 1.2614768 0.03381467 0.59727097
-0.06627857 -0.87739629 -0.70045046 0.58845231]
[-1.03285596 0.10996773 -0.02683512 1.16286909 0.25436528 0.5080798
-0.30612626 -0.55552553 -0.76479216 0.60252892]
[-1.13966531 0.1275679 0.51705277 1.19018467 0.05961821 0.81472225
0.02645766 -0.49309605 -0.5691716 0.78883295]]
oet: [-0.60406315 -0.68633243 -0.72121043 -0.79644039 -0.69873785 -0.75062607
-0.68850833 -0.64097842 -0.61650894 -0.77485395]
Progress: 2.0% ... Training loss: 1.246 ... Validation loss: 1.410[-0.27357965 -0.01812817 0.08359692 0.32368822 0.0189333 0.18355885
-0.01554246 -0.1585874 -0.23472217 0.2519303 ]
X: [ 0. 0. -0.5036826 -0.03746875 0.51988127 0. 1.
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0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0. ]
[[ -1.21632936e+00 -1.67866631e-01 -1.42556283e-03 ..., -4.42877105e-01
-6.19647867e-01 -6.69062367e-01]
[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
-3.25941020e-01 -6.79400227e-01]
[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
-6.78224358e-01 -6.54017012e-01]
[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
-2.95164919e-01 -6.68816128e-01]
[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
-5.71733612e-01 -4.97665174e-01]]
hidden inputs: [-4.1997544 -3.93700152 -4.65645324 -4.89747451 -5.39810709 -5.32540346
-4.02869263 -4.04841044 -4.20792205 -4.43922171 -4.27636196 -3.69240671
-5.16554164 -5.12812165 -5.30963991 -4.73320858 -3.72716358 -5.05473895
-4.60092811 -4.71941882 -3.98972174 -4.30069454 -4.54599013 -4.88599401
-4.84024881 -5.12575139 -4.8857632 -4.93567695 -4.65089314 -4.83791636]
hidden Outputs: [ 0.01477761 0.01913339 0.00941069 0.00741009 0.00450475 0.00484282
0.01748637 0.01715081 0.01465916 0.01166739 0.01370274 0.02430645
0.00567755 0.00589275 0.00491939 0.00872146 0.02349566 0.0063386
0.00994266 0.00884149 0.01816865 0.01337775 0.01049828 0.00749501
0.00784309 0.00590666 0.00749673 0.00713433 0.00946267 0.00786126]
final inputs: [-0.27357965 -0.01812817 0.08359692 0.32368822 0.0189333 0.18355885
-0.01554246 -0.1585874 -0.23472217 0.2519303 ]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
-0.07458632 -0.31600371 -0.48526374 0.29902839]
[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
-0.18609254 -0.58430972 -0.73556355 0.59595822]
[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
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[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
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0.09634764 -0.55025852 -0.72831653 0.705571 ]
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hidden inputs: [-3.74780886 -4.02148103 -4.41934208 -4.48816636 -5.36417208 -4.82798558
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-3.91884826 -4.82401532 -4.63716923 -4.82089479 -4.68445561 -4.86123622]
hidden Outputs: [ 0.02302661 0.0176107 0.01189886 0.01111628 0.00465952 0.00793909
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hidden inputs: [-1.95347657 -1.9752518 -2.39581502 -2.04663275 -1.779161 -2.55709402
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hidden Outputs: [ 0.12417477 0.12182591 0.08349238 0.11439307 0.14440676 0.07195135
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final inputs: [-2.58604972 -0.16335733 0.86875513 3.19178632 0.29516842 1.91477561
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hidden inputs: [-3.61848569 -4.64172676 -4.20457722 -5.11424046 -5.0763856 -4.89550505
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hidden Outputs: [ 0.02612257 0.00954897 0.01470755 0.00597463 0.0062037 0.00742459
0.01766781 0.01797551 0.00997674 0.01263381 0.01021582 0.01676321
0.00419989 0.00960552 0.0052736 0.01397483 0.02438413 0.00946001
0.00960445 0.01155812 0.01711723 0.01100761 0.00838903 0.00975696
0.01303476 0.00751009 0.00633489 0.0062413 0.00978805 0.00979598]
final inputs: [-0.28612926 -0.0170209 0.0872949 0.34230886 0.0167388 0.1963393
-0.01651417 -0.16406342 -0.2455338 0.26667902]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
-0.07458632 -0.31600371 -0.48526374 0.29902839]
[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
-0.18609254 -0.58430972 -0.73556355 0.59595822]
[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
-0.21052095 -0.70217295 -1.00543494 0.82866565]
[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
-0.01721507 -0.4102682 -0.73620967 0.95534378]
[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
-0.07314717 -0.37880399 -0.69114958 0.84054898]
[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
[-1.05852987 -0.6085254 0.20020837 0.87559135 -0.11688229 0.4147075
-0.23283083 -0.80942181 -0.85116574 0.47176954]
[-0.48824204 0.13008119 0.12325194 1.07547648 -0.27864839 0.58961635
-0.18828987 -0.23787427 -0.63986934 0.74324529]
[-0.83841469 0.27982149 0.37712815 0.81295435 0.33822712 0.85376512
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[-0.6940251 -0.06505703 0.58964173 1.00104637 0.59708446 0.88420002
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[-0.79349256 -0.27815562 0.38804886 1.39965642 0.22862852 0.84456859
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[-1.04047251 0.11216474 0.52528453 1.51504631 -0.00785147 0.71952847
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[-0.90042793 0.15270122 0.44626812 0.82277884 0.04714627 0.42537078
-0.15924918 -0.37747254 -0.57991164 0.89997678]
[-0.77810394 -0.18098277 -0.01338199 0.74648365 -0.14004628 0.43520471
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[-0.82975147 -0.27123434 0.36871602 1.25594853 0.06843232 0.89400512
0.33677126 -0.46897815 -1.05727026 0.85812478]
[-0.74769215 0.00598269 0.38367715 1.0063716 0.19883302 0.67126262
0.08709398 -0.13822332 -0.7605229 0.990699 ]
[-0.84272332 -0.20019904 0.0352235 1.06448557 0.11833124 0.67548873
-0.11498809 -0.41496632 -0.79929115 0.86061907]
[-0.83458472 -0.1724654 0.56028451 0.78657233 0.04467609 0.37445175
0.2685258 -0.54342074 -0.4453103 0.56400373]
[-0.32647254 0.2011883 0.36996898 1.26370002 0.60660961 0.47651934
-0.12412306 -0.34702683 -0.67678241 1.02790869]
[-0.74034117 -0.1160858 0.06597336 1.15050766 0.39572662 0.54425009
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[-0.96684055 -0.19248177 0.40587575 1.35642106 -0.01031629 0.41752986
-0.32079368 -0.10841212 -0.89300928 0.82763153]
[-1.07643877 0.07539353 0.17237227 0.85744299 0.07593098 0.60055273
-0.33024029 -0.63040397 -0.88767754 0.50407298]
[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
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[-0.59828764 -0.05337405 0.55138989 0.9743857 -0.03651265 0.64012027
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[-0.83706724 -0.25337569 0.36014583 1.25326014 0.03291136 0.59234752
-0.066262 -0.87385772 -0.69494361 0.58216247]
[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
-0.30587228 -0.55119562 -0.75818373 0.59546742]
[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [-0.24567715 -0.51478551 -0.61910131 -0.87411527 -0.5485452 -0.72814571
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[-0.12375535 -0.00825607 0.03768865 0.14709279 0.00811233 0.08199165
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X: [ 1. 0. -0.71141425 -1.17777969 0.27629827 1. 0.
0. 0. 1. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 1. 0.
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-4.74123667 -5.08607055 -5.65308791 -5.72115011 -6.06234866 -6.61855119
-4.71227563 -4.39776665 -4.74271159 -5.2989312 -5.2959947 -4.86320733
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-5.30519611 -5.71856419 -5.95220661 -6.43245679 -5.3681168 -6.16020999]
hidden Outputs: [ 0.00865233 0.00614428 0.00349442 0.00326524 0.00232351 0.00133358
0.00890431 0.01215522 0.00863969 0.00497209 0.00498664 0.00766644
0.00223326 0.00237665 0.00214158 0.0054584 0.01078447 0.0023615
0.00494031 0.00406692 0.01160542 0.00617404 0.00417793 0.00310069
0.00494119 0.00327367 0.00259335 0.00160591 0.00464126 0.00210736]
final inputs: [-0.12375535 -0.00825607 0.03768865 0.14709279 0.00811233 0.08199165
-0.00622334 -0.07318049 -0.10720001 0.11519056]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
-0.07458632 -0.31600371 -0.48526374 0.29902839]
[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
-0.18609254 -0.58430972 -0.73556355 0.59595822]
[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
-0.21052095 -0.70217295 -1.00543494 0.82866565]
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[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
-0.07314717 -0.37880399 -0.69114958 0.84054898]
[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
[-1.05852987 -0.6085254 0.20020837 0.87559135 -0.11688229 0.4147075
-0.23283083 -0.80942181 -0.85116574 0.47176954]
[-0.48824204 0.13008119 0.12325194 1.07547648 -0.27864839 0.58961635
-0.18828987 -0.23787427 -0.63986934 0.74324529]
[-0.83841469 0.27982149 0.37712815 0.81295435 0.33822712 0.85376512
0.08082537 -0.3139241 -0.48454412 0.82356776]
[-1.06210092 -0.11887932 0.03284941 0.78855475 -0.24144084 0.14271572
-0.22217069 -0.59893037 -0.74895817 1.03329637]
[-0.6940251 -0.06505703 0.58964173 1.00104637 0.59708446 0.88420002
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[-0.79349256 -0.27815562 0.38804886 1.39965642 0.22862852 0.84456859
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[-1.04047251 0.11216474 0.52528453 1.51504631 -0.00785147 0.71952847
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0.08709398 -0.13822332 -0.7605229 0.990699 ]
[-0.84272332 -0.20019904 0.0352235 1.06448557 0.11833124 0.67548873
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[-0.32647254 0.2011883 0.36996898 1.26370002 0.60660961 0.47651934
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[-0.74034117 -0.1160858 0.06597336 1.15050766 0.39572662 0.54425009
0.13855317 -0.50001866 -0.94554934 0.7404614 ]
[-0.96684055 -0.19248177 0.40587575 1.35642106 -0.01031629 0.41752986
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[-1.07643877 0.07539353 0.17237227 0.85744299 0.07593098 0.60055273
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[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
0.07873709 -0.55748178 -1.12092377 0.88692825]
[-0.59828764 -0.05337405 0.55138989 0.9743857 -0.03651265 0.64012027
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[-0.83706724 -0.25337569 0.36014583 1.25326014 0.03291136 0.59234752
-0.066262 -0.87385772 -0.69494361 0.58216247]
[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
-0.30587228 -0.55119562 -0.75818373 0.59546742]
[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [-0.33086827 -0.44636755 -0.49231227 -0.60171641 -0.46273596 -0.53661528
-0.44840028 -0.38144313 -0.34742361 -0.56981419]
[-0.61990553 -0.0385903 0.20568587 0.73329289 0.05255535 0.43714002
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X: [ 0. 0. 0.01564651 -0.60762422 -0.21168512 0. 0.
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0. 0. 0. 1. 0. 0. 0. ]
[[ -1.21632936e+00 -1.67866631e-01 -1.42556283e-03 ..., -4.42877105e-01
-6.19647867e-01 -6.69062367e-01]
[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
-3.25941020e-01 -6.79400227e-01]
[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
-5.54053053e-01 -6.79725443e-01]
...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-3.47879339 -2.817946 -3.50248462 -4.0488473 -3.80636719 -4.80372829
-3.51212925 -3.44479965 -3.60601063 -3.55497557 -3.29923384 -3.03865609
-3.85679869 -4.58663389 -4.53035757 -3.84619641 -2.95748809 -4.17566771
-3.46871692 -3.75408856 -3.07454835 -3.61986649 -3.97766773 -4.05592251
-3.95429176 -4.06177841 -3.84625743 -4.1639506 -3.99103525 -4.36064518]
hidden Outputs: [ 0.02992168 0.05636208 0.02924162 0.01714344 0.02174541 0.00813244
0.02896908 0.03092432 0.02644182 0.02778784 0.03559748 0.04570976
0.02069809 0.01008436 0.01066192 0.02091409 0.04938379 0.01513242
0.03021556 0.02288576 0.0441694 0.02608747 0.01838493 0.01702464
0.01881158 0.01692692 0.02091284 0.01530804 0.01814524 0.01260913]
final inputs: [-0.61990553 -0.0385903 0.20568587 0.73329289 0.05255535 0.43714002
-0.02654897 -0.35382148 -0.53204466 0.57107691]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
0.09557998 -0.43448802 -0.36300499 0.90821514]
[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
-0.07458632 -0.31600371 -0.48526374 0.29902839]
[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
-0.18609254 -0.58430972 -0.73556355 0.59595822]
[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
-0.21052095 -0.70217295 -1.00543494 0.82866565]
[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
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[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
-0.07314717 -0.37880399 -0.69114958 0.84054898]
[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
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[-0.83841469 0.27982149 0.37712815 0.81295435 0.33822712 0.85376512
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[-0.79349256 -0.27815562 0.38804886 1.39965642 0.22862852 0.84456859
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[-1.04047251 0.11216474 0.52528453 1.51504631 -0.00785147 0.71952847
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[-0.90042793 0.15270122 0.44626812 0.82277884 0.04714627 0.42537078
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[-0.74769215 0.00598269 0.38367715 1.0063716 0.19883302 0.67126262
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[-0.84272332 -0.20019904 0.0352235 1.06448557 0.11833124 0.67548873
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[-0.74034117 -0.1160858 0.06597336 1.15050766 0.39572662 0.54425009
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[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [ 0.49606527 -0.08524996 -0.32952613 -0.85713315 -0.17639561 -0.56098028
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[-0.09027816 -0.00456523 0.0270338 0.10718939 0.00568893 0.06195452
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-4.8522042 -5.20244636 -5.72305913 -6.35023814 -6.76360802 -6.83632289
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-5.17337438 -6.54100161 -5.8779065 -6.60643787 -6.27102019 -6.43448046]
hidden Outputs: [ 0.0077506 0.00547297 0.00325904 0.00174329 0.00115372 0.00107289
0.00688693 0.00677659 0.00259918 0.00369781 0.00469393 0.00509376
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0.00308784 0.00223759 0.00719723 0.00507632 0.00382634 0.00171293
0.0056335 0.00144096 0.00279282 0.00134981 0.00188673 0.00160267]
final inputs: [-0.09027816 -0.00456523 0.0270338 0.10718939 0.00568893 0.06195452
-0.00453706 -0.05255942 -0.07844786 0.08583119]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
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[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
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[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
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[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
[-1.05852987 -0.6085254 0.20020837 0.87559135 -0.11688229 0.4147075
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[-0.79349256 -0.27815562 0.38804886 1.39965642 0.22862852 0.84456859
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[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [ 0.02156846 -0.06414447 -0.0957435 -0.17589909 -0.07439863 -0.13066422
-0.06417264 -0.01615028 0.00973816 -0.15454089]
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X: [ 0. 0. -1.43847501 1.56933303 -1.55384381 1. 0.
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-3.29511554 -3.25725095 -2.90359479 -3.54196411 -3.23162724 -2.97439463
-3.35050635 -3.21641439 -2.45580785 -3.0003686 -3.62116549 -2.49941236
-3.58082308 -3.64985772 -3.75547504 -3.18749582 -2.83539372 -3.44733497
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-2.89209844 -3.40210219 -3.25107722 -3.4051954 -3.59592277 -3.77511899]
hidden Outputs: [ 0.03573914 0.03706721 0.05197615 0.02814152 0.03799273 0.04859614
0.03387859 0.03855267 0.07901487 0.04740922 0.02605448 0.07589939
0.02709801 0.02533622 0.02285478 0.039639 0.05544126 0.03084844
0.02581091 0.0318369 0.03588358 0.03031771 0.02923822 0.02481885
0.05254555 0.03222983 0.0372882 0.03213349 0.02670276 0.02242017]
final inputs: [-0.97702168 -0.08842447 0.29955335 1.13146043 0.06265792 0.64924466
-0.07006935 -0.58074042 -0.85479129 0.86223917]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
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[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
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[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
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[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
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-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
-0.07314717 -0.37880399 -0.69114958 0.84054898]
[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
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[-0.48824204 0.13008119 0.12325194 1.07547648 -0.27864839 0.58961635
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0.08082537 -0.3139241 -0.48454412 0.82356776]
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[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [-0.05095977 -0.93955698 -1.32753481 -2.15944188 -1.09063937 -1.67722612
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[-0.39909623 -0.02770449 0.13421852 0.47913885 0.03131749 0.2775632
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X: [ 1. 0. -1.02301172 0.94734524 0.76428167 0. 1.
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[[ -1.21632936e+00 -1.67866631e-01 -1.42556283e-03 ..., -4.42877105e-01
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-4.04782025 -3.71116677 -4.10094297 -4.8452232 -5.07102746 -4.15142696
-4.04799324 -3.76788422 -3.91398368 -3.69679332 -4.15641159 -4.01600223
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-4.43009985 -4.6005231 -4.42606745 -4.43846412 -4.22210859 -4.02519193]
hidden Outputs: [ 0.01716076 0.02386549 0.01628738 0.00780447 0.00623683 0.01549797
0.01715784 0.02257929 0.01957019 0.02420264 0.0154221 0.01770574
0.00913132 0.01325014 0.00741288 0.01542831 0.02244358 0.01266886
0.01792876 0.01831766 0.03452793 0.01296601 0.01420394 0.01516154
0.01177304 0.00994665 0.01182005 0.01167613 0.01445565 0.01754661]
final inputs: [-0.39909623 -0.02770449 0.13421852 0.47913885 0.03131749 0.2775632
-0.01632949 -0.22790759 -0.34336898 0.35860566]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
-0.07458632 -0.31600371 -0.48526374 0.29902839]
[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
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[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
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[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
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[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
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[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
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oet: [-0.62888522 -1.00027696 -1.16219997 -1.50712031 -1.05929894 -1.30554465
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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hidden inputs: [-3.44142921 -3.32443204 -3.76668818 -3.9017118 -3.79599694 -3.70534818
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-3.74200612 -4.11375359 -3.51927113 -4.11106764 -3.34633048 -3.60082603]
hidden Outputs: [ 0.03102549 0.03474247 0.0226057 0.01980704 0.02196711 0.02400142
0.04502186 0.04455606 0.03846616 0.03308479 0.03080609 0.02270899
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0.02315751 0.0160834 0.02876885 0.01612596 0.03401553 0.02657562]
final inputs: [-0.75402462 -0.03802214 0.2547291 0.94159683 0.08829425 0.5359012
-0.03531597 -0.4432337 -0.67279274 0.72015278]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [ 0.54748852 -0.16851396 -0.4612652 -1.14813293 -0.29483035 -0.7424373
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[-0.07590056 -0.00515993 0.02510989 0.09109698 0.00427256 0.05094245
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X: [ 1. 0. 1.67749968 -0.71128885 1.61845695 0. 1.
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-5.08804395 -5.43152386 -6.5227377 -6.82144796 -7.07706605 -7.45999045
-5.28144123 -4.72992261 -6.22993869 -5.88843191 -5.63032997 -5.78177399
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-6.18456903 -7.51390719 -6.53813482 -7.35038579 -6.50697241 -6.4329407 ]
hidden Outputs: [ 0.00613224 0.00435735 0.00146748 0.00108895 0.00084353 0.00057533
0.00505937 0.00874992 0.0019657 0.00276366 0.00357457 0.00307376
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0.00338092 0.00184292 0.01476906 0.00499376 0.0018912 0.00131499
0.00205675 0.00054515 0.00144509 0.00064193 0.00149077 0.00160514]
final inputs: [-0.07590056 -0.00515993 0.02510989 0.09109698 0.00427256 0.05094245
-0.00047567 -0.04491162 -0.06494969 0.07321944]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
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[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
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[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
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[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
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[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
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[-1.04047251 0.11216474 0.52528453 1.51504631 -0.00785147 0.71952847
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0.08709398 -0.13822332 -0.7605229 0.990699 ]
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0.13855317 -0.50001866 -0.94554934 0.7404614 ]
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[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
0.07873709 -0.55748178 -1.12092377 0.88692825]
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[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [ 0.44272229 0.37198165 0.34171183 0.27572475 0.36254917 0.31587928
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[-0.10982813 -0.00601452 0.03267701 0.12968869 0.00758196 0.07287946
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X: [ 1. 0. 0.53497563 0.53268672 0.03189788 0. 0.
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[[ -1.21632936e+00 -1.67866631e-01 -1.42556283e-03 ..., -4.42877105e-01
-6.19647867e-01 -6.69062367e-01]
[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
-3.25941020e-01 -6.79400227e-01]
[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-5.29765123 -5.04442436 -5.36604925 -6.04411008 -5.97569109 -6.31892876
-5.23067337 -4.84329327 -5.5789211 -5.13871667 -5.10694536 -4.63050829
-5.97196064 -6.22592736 -6.49400298 -5.46659721 -4.20343395 -5.97616054
-5.84910029 -5.84390572 -4.70043789 -5.11654156 -5.25262996 -5.87660627
-5.38194 -6.45577033 -5.78685771 -6.44527431 -5.68290579 -6.04561288]
hidden Outputs: [ 0.00497842 0.0064039 0.00465082 0.00236618 0.00253331 0.00179863
0.00532145 0.00781943 0.00376243 0.00583101 0.00601811 0.00965566
0.00254276 0.00197359 0.0015102 0.00420781 0.01472413 0.00253213
0.00287421 0.00288913 0.00900939 0.00596098 0.00520649 0.00279644
0.00457784 0.00156896 0.00305822 0.00158549 0.00339211 0.00236263]
final inputs: [-0.10982813 -0.00601452 0.03267701 0.12968869 0.00758196 0.07287946
-0.00625783 -0.06370566 -0.09555984 0.10309013]
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [-0.71417025 -0.81798386 -0.85667539 -0.95368707 -0.83158034 -0.89687784
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X: [ 0. 0. -0.71141425 0.94734524 -0.82146002 0. 0.
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-1.95347657 -1.9752518 -2.39581502 -2.04663275 -1.779161 -2.55709402
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-2.61630821 -1.98859511 -2.77448083 -2.48457239 -1.80979777 -2.29121988]
hidden Outputs: [ 0.12417477 0.12182591 0.08349238 0.11439307 0.14440676 0.07195135
0.09322319 0.11094321 0.10146307 0.12511906 0.12654219 0.08455314
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final inputs: [-2.58604972 -0.16335733 0.86875513 3.19178632 0.29516842 1.91477561
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[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
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oet: [ 1.89436469 -0.5283277 -1.56044016 -3.88347135 -0.98685345 -2.60646064
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[-1.50859039 -0.11616753 0.4962207 1.83950327 0.14897002 1.05890779
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-3.2264996 -2.68685637 -2.63861054 -2.99360774 -3.24268986 -2.58476718
-2.83750123 -2.34767743 -2.33689307 -2.48156115 -3.15983688 -2.74975784
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-2.69476787 -2.93141998 -2.74584644 -2.69552533 -2.69286326 -2.80473596]
hidden Outputs: [ 0.03818058 0.0637534 0.06669447 0.04771549 0.03759046 0.07012524
0.055331 0.08725056 0.08811324 0.07716096 0.04070542 0.06010033
0.05274849 0.08058208 0.04519727 0.05439581 0.07561959 0.04631603
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0.0632828 0.05062204 0.06032166 0.06323791 0.06339579 0.05706879]
final inputs: [-1.50859039 -0.11616753 0.4962207 1.83950327 0.14897002 1.05890779
-0.07848458 -0.9109707 -1.34811966 1.35284097]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
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[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
-3.25941020e-01 -6.79400227e-01]
[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
-5.54053053e-01 -6.79725443e-01]
...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
-2.95164919e-01 -6.68816128e-01]
[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
-5.71733612e-01 -4.97665174e-01]]
hidden inputs: [-2.90590094 -3.50451587 -3.60243001 -3.68064036 -4.03308713 -3.9453962
-3.08869602 -2.70754675 -4.03175111 -3.23007329 -3.18621489 -3.70962708
-3.59349977 -3.84543361 -4.23395205 -3.25873724 -2.70060734 -3.79867505
-3.29566841 -3.36852738 -2.72925332 -2.83356686 -3.3953268 -3.85111465
-3.53456401 -3.91564626 -3.65118983 -3.96614263 -4.04665277 -3.66894497]
hidden Outputs: [ 0.05186263 0.02918401 0.02653415 0.02458707 0.01741103 0.01897648
0.04357595 0.06252951 0.0174339 0.03804956 0.03968779 0.02390139
0.0267658 0.02092971 0.01428789 0.03701419 0.06293753 0.02190965
0.03572009 0.03329367 0.06126909 0.05553701 0.03244183 0.02081362
0.02834462 0.01953831 0.02530334 0.01859409 0.01718046 0.02486912]
final inputs: [-0.75918589 -0.03044558 0.26362274 0.95580374 0.08649556 0.55383116
-0.01819421 -0.44790441 -0.68179092 0.74946519]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
0.09557998 -0.43448802 -0.36300499 0.90821514]
[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
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[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
-0.18609254 -0.58430972 -0.73556355 0.59595822]
[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
-0.21052095 -0.70217295 -1.00543494 0.82866565]
[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
-0.01721507 -0.4102682 -0.73620967 0.95534378]
[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
-0.07314717 -0.37880399 -0.69114958 0.84054898]
[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
[-1.05852987 -0.6085254 0.20020837 0.87559135 -0.11688229 0.4147075
-0.23283083 -0.80942181 -0.85116574 0.47176954]
[-0.48824204 0.13008119 0.12325194 1.07547648 -0.27864839 0.58961635
-0.18828987 -0.23787427 -0.63986934 0.74324529]
[-0.83841469 0.27982149 0.37712815 0.81295435 0.33822712 0.85376512
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[-0.6940251 -0.06505703 0.58964173 1.00104637 0.59708446 0.88420002
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[-0.79349256 -0.27815562 0.38804886 1.39965642 0.22862852 0.84456859
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[-1.04047251 0.11216474 0.52528453 1.51504631 -0.00785147 0.71952847
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[-0.90042793 0.15270122 0.44626812 0.82277884 0.04714627 0.42537078
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[-0.77810394 -0.18098277 -0.01338199 0.74648365 -0.14004628 0.43520471
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[-0.82975147 -0.27123434 0.36871602 1.25594853 0.06843232 0.89400512
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[-0.74769215 0.00598269 0.38367715 1.0063716 0.19883302 0.67126262
0.08709398 -0.13822332 -0.7605229 0.990699 ]
[-0.84272332 -0.20019904 0.0352235 1.06448557 0.11833124 0.67548873
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[-0.83458472 -0.1724654 0.56028451 0.78657233 0.04467609 0.37445175
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[-0.32647254 0.2011883 0.36996898 1.26370002 0.60660961 0.47651934
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[-0.96684055 -0.19248177 0.40587575 1.35642106 -0.01031629 0.41752986
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[-1.07643877 0.07539353 0.17237227 0.85744299 0.07593098 0.60055273
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[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
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[-0.59828764 -0.05337405 0.55138989 0.9743857 -0.03651265 0.64012027
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[-0.83706724 -0.25337569 0.36014583 1.25326014 0.03291136 0.59234752
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[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
-0.30587228 -0.55119562 -0.75818373 0.59546742]
[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [ 1.51192154 0.78318123 0.48911291 -0.20306809 0.66624009 0.19890449
0.77092986 1.20064006 1.43452657 0.00327046]
[-0.25699972 -0.01811538 0.08283375 0.30968338 0.02042101 0.17964271
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X: [ 0. 0. 0.01564651 0.01436357 0.76428167 0. 1.
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0. 0. 0. 0. 0. 0. 0.
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
-3.25941020e-01 -6.79400227e-01]
[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-4.1276758 -3.83796731 -4.71916319 -5.28715003 -5.39664439 -5.16729339
-4.57989706 -4.11023927 -4.41828375 -4.31492205 -4.58222835 -3.95569181
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-4.49188417 -5.31066139 -4.89645168 -5.03360499 -4.73297872 -5.01737247]
hidden Outputs: [ 0.01586456 0.02108326 0.00884373 0.00503071 0.00451132 0.00566767
0.01015184 0.01613911 0.01191131 0.01319126 0.01012844 0.01878576
0.00558858 0.01024177 0.00260744 0.0088444 0.02430507 0.00671361
0.01098197 0.0068087 0.0197797 0.01422965 0.01189061 0.00547508
0.01107548 0.00491439 0.00741762 0.00647311 0.00872345 0.00657834]
final inputs: [-0.25699972 -0.01811538 0.08283375 0.30968338 0.02042101 0.17964271
-0.01239881 -0.1509766 -0.2242892 0.23785553]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
-0.07458632 -0.31600371 -0.48526374 0.29902839]
[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
-0.18609254 -0.58430972 -0.73556355 0.59595822]
[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
-0.21052095 -0.70217295 -1.00543494 0.82866565]
[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
-0.01721507 -0.4102682 -0.73620967 0.95534378]
[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
-0.07314717 -0.37880399 -0.69114958 0.84054898]
[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
[-1.05852987 -0.6085254 0.20020837 0.87559135 -0.11688229 0.4147075
-0.23283083 -0.80942181 -0.85116574 0.47176954]
[-0.48824204 0.13008119 0.12325194 1.07547648 -0.27864839 0.58961635
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[-0.83841469 0.27982149 0.37712815 0.81295435 0.33822712 0.85376512
0.08082537 -0.3139241 -0.48454412 0.82356776]
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[-1.04047251 0.11216474 0.52528453 1.51504631 -0.00785147 0.71952847
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0.08709398 -0.13822332 -0.7605229 0.990699 ]
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0.13855317 -0.50001866 -0.94554934 0.7404614 ]
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[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
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[-0.59828764 -0.05337405 0.55138989 0.9743857 -0.03651265 0.64012027
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[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [-0.76546867 -1.00435301 -1.10530215 -1.33215177 -1.04288941 -1.20211111
-1.01006959 -0.87149179 -0.7981792 -1.26032392]
[-0.08582911 -0.00274953 0.02674605 0.10539509 0.00560444 0.06114871
-0.00279046 -0.0493222 -0.07479453 0.08581444]
X: [ 1. 0. 1.7813655 -1.69610284 -0.45608552 0. 1.
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0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0. ]
[[ -1.21632936e+00 -1.67866631e-01 -1.42556283e-03 ..., -4.42877105e-01
-6.19647867e-01 -6.69062367e-01]
[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
-3.25941020e-01 -6.79400227e-01]
[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
-5.54053053e-01 -6.79725443e-01]
...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
-5.71733612e-01 -4.97665174e-01]]
hidden inputs: [-4.78636697 -5.30708404 -6.13763985 -6.49208623 -6.47437561 -7.5349439
-5.13442088 -4.63820517 -6.15357309 -5.17963738 -4.99640663 -5.35835641
-6.60870382 -6.59005582 -7.1420836 -5.66167355 -4.34659298 -6.36857136
-5.30974183 -5.80631761 -4.86081046 -5.24961358 -5.8095575 -6.71131892
-6.04559964 -6.80054682 -6.44933761 -6.91657608 -6.27929775 -6.12550279]
hidden Outputs: [ 0.00827369 0.00493191 0.00215536 0.00151309 0.00154009 0.00053381
0.00585597 0.00958234 0.00212136 0.00559853 0.00671678 0.00468657
0.00134676 0.00137208 0.00079048 0.00346465 0.01278528 0.00171167
0.00491889 0.00299946 0.00768469 0.00522213 0.00298979 0.00121558
0.00236266 0.00111193 0.00157907 0.00099024 0.00187121 0.00218162]
final inputs: [-0.08582911 -0.00274953 0.02674605 0.10539509 0.00560444 0.06114871
-0.00279046 -0.0493222 -0.07479453 0.08581444]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
0.09557998 -0.43448802 -0.36300499 0.90821514]
[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
-0.07458632 -0.31600371 -0.48526374 0.29902839]
[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
-0.18609254 -0.58430972 -0.73556355 0.59595822]
[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
-0.21052095 -0.70217295 -1.00543494 0.82866565]
[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
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[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
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[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
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[-0.83841469 0.27982149 0.37712815 0.81295435 0.33822712 0.85376512
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[-0.6940251 -0.06505703 0.58964173 1.00104637 0.59708446 0.88420002
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[-0.79349256 -0.27815562 0.38804886 1.39965642 0.22862852 0.84456859
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[-1.04047251 0.11216474 0.52528453 1.51504631 -0.00785147 0.71952847
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[-0.90042793 0.15270122 0.44626812 0.82277884 0.04714627 0.42537078
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0.08709398 -0.13822332 -0.7605229 0.990699 ]
[-0.84272332 -0.20019904 0.0352235 1.06448557 0.11833124 0.67548873
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oet: [ 1.79783651 1.71475694 1.68526135 1.60661231 1.70640296 1.6508587
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hidden inputs: [-4.88600208 -5.25271441 -6.3274366 -6.80946275 -6.44857815 -7.54615034
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-6.0502252 -7.08467963 -6.45743003 -6.93539101 -6.24639951 -6.28231075]
hidden Outputs: [ 0.00749495 0.00520605 0.00178342 0.00110207 0.00158027 0.00052786
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final inputs: [-0.07785391 -0.00287439 0.02440802 0.09579234 0.00490439 0.05577986
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[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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oet: [ 1.90563549 1.83065597 1.80337356 1.73198924 1.82287719 1.77200172
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X: [ 0. 0. 1.67749968 -0.19296569 0.76428167 0. 0.
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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hidden inputs: [-3.66049634 -3.76380699 -4.37785308 -4.62007358 -4.44155829 -5.28916575
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-4.22115772 -5.23503653 -4.67950403 -5.1369241 -4.38290187 -4.42021494]
hidden Outputs: [ 0.02507483 0.02266944 0.01239667 0.00975595 0.01164047 0.00502063
0.02609593 0.02542207 0.01109722 0.01982562 0.02281168 0.01725561
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final inputs: [-0.386335 -0.02026602 0.11574003 0.46836532 0.02967712 0.26943992
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[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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0.09634764 -0.55025852 -0.72831653 0.705571 ]
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[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
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oet: [ 1.40369734 1.03762836 0.90162231 0.54899702 0.98768522 0.74792243
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[-0.30195462 -0.01791918 0.09616835 0.36083747 0.0217156 0.2080569
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-3.80611545 -3.76607915 -4.22244302 -4.82127866 -5.36721755 -5.05008156
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-4.30381781 -5.32784238 -4.48428204 -5.0647331 -4.76837051 -4.84647933]
hidden Outputs: [ 0.02175077 0.02261916 0.01445089 0.00799209 0.00464542 0.006368
0.01676681 0.02329037 0.01247706 0.01365093 0.01212079 0.0211055
0.00764556 0.00640422 0.00616136 0.00934188 0.02652774 0.00631517
0.01007253 0.0086703 0.02465783 0.0144576 0.01376714 0.00502884
0.01333659 0.00483108 0.01115906 0.00627596 0.00842267 0.00779475]
final inputs: [-0.30195462 -0.01791918 0.09616835 0.36083747 0.0217156 0.2080569
-0.01217996 -0.17974768 -0.26092802 0.27938879]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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hidden inputs: [-3.5162151 -3.18743789 -3.78266625 -3.73701685 -3.91197926 -3.76494438
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hidden Outputs: [ 0.02885437 0.0396412 0.02225535 0.02327065 0.01960868 0.02264426
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final inputs: [-0.70024252 -0.0404385 0.23660747 0.85405545 0.07136124 0.48798334
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hidden inputs: [-3.60074213 -3.15208465 -4.1234747 -3.71944221 -3.79317786 -4.33197706
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hidden Outputs: [ 0.02657779 0.04100922 0.01593029 0.02367347 0.02202776 0.01297108
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final inputs: [-0.60565088 -0.03911679 0.19251716 0.7062845 0.05479629 0.41512613
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hidden inputs: [-5.39126449 -5.50641739 -6.21007292 -6.80324313 -6.86768685 -6.95710742
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-5.88104583 -6.8107053 -6.35500923 -7.12365605 -6.47125894 -6.76182027]
hidden Outputs: [ 0.00453554 0.00404421 0.00200506 0.00110894 0.0010398 0.00095094
0.00455403 0.00550771 0.00232197 0.00341113 0.00261173 0.00594465
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0.0019025 0.0016685 0.00659135 0.00409153 0.00178225 0.00096478
0.00278409 0.0011007 0.001735 0.00080517 0.00154489 0.00115578]
final inputs: [-0.06476137 -0.00362965 0.01943602 0.07644627 0.00325904 0.04272296
-0.00326266 -0.03809184 -0.0559286 0.06187793]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
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[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
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[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
-0.21052095 -0.70217295 -1.00543494 0.82866565]
[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
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[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
-0.07314717 -0.37880399 -0.69114958 0.84054898]
[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
[-1.05852987 -0.6085254 0.20020837 0.87559135 -0.11688229 0.4147075
-0.23283083 -0.80942181 -0.85116574 0.47176954]
[-0.48824204 0.13008119 0.12325194 1.07547648 -0.27864839 0.58961635
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[-0.83841469 0.27982149 0.37712815 0.81295435 0.33822712 0.85376512
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[-0.79349256 -0.27815562 0.38804886 1.39965642 0.22862852 0.84456859
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[-0.90042793 0.15270122 0.44626812 0.82277884 0.04714627 0.42537078
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[-0.82975147 -0.27123434 0.36871602 1.25594853 0.06843232 0.89400512
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[-0.74769215 0.00598269 0.38367715 1.0063716 0.19883302 0.67126262
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[-0.32647254 0.2011883 0.36996898 1.26370002 0.60660961 0.47651934
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [-0.75923701 -0.82036873 -0.8434344 -0.90044465 -0.82725742 -0.86672134
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[-0.06924112 -0.00415323 0.02034462 0.08184963 0.00438497 0.04618276
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X: [ 1. 0. 0.22337816 0.53268672 1.61845695 0. 1.
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-5.28880763 -5.49566615 -6.18359632 -6.72049999 -7.08558641 -6.99936268
-5.06953504 -5.16352064 -5.99319115 -6.43070269 -5.88755775 -5.80888255
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-5.70802343 -7.05003639 -6.46158135 -7.1632762 -6.36235989 -6.07620849]
hidden Outputs: [ 0.00502242 0.00408774 0.00205875 0.00120448 0.00083638 0.00091163
0.00624608 0.00568897 0.00248947 0.00160873 0.00276607 0.0029918
0.00117429 0.00129727 0.00078692 0.00214016 0.0133408 0.00118218
0.00277477 0.0011398 0.00634025 0.00425137 0.00273237 0.00171262
0.00330825 0.00086663 0.00155989 0.00077391 0.00172232 0.00229161]
final inputs: [-0.06924112 -0.00415323 0.02034462 0.08184963 0.00438497 0.04618276
-0.00348922 -0.03975176 -0.05975133 0.06507927]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
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0.09634764 -0.55025852 -0.72831653 0.705571 ]
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0.13855317 -0.50001866 -0.94554934 0.7404614 ]
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[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
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[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [ 1.63790907 1.57282117 1.54832333 1.48681831 1.56428298 1.52248518
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[-0.39532706 -0.02034216 0.11621647 0.47728398 0.03720439 0.26814683
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X: [ 0. 0. 0.74270727 0.7918483 0.76428167 0. 0.
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[[ -1.21632936e+00 -1.67866631e-01 -1.42556283e-03 ..., -4.42877105e-01
-6.19647867e-01 -6.69062367e-01]
[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
-5.54053053e-01 -6.79725443e-01]
...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-4.0319204 -3.9379149 -4.02231704 -4.41617756 -4.76976758 -4.66764834
-3.59842408 -3.51386722 -4.40581168 -4.21767403 -3.87387806 -3.67843681
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-3.81750299 -4.97693776 -4.34309621 -4.76877661 -4.29639325 -4.58617841]
hidden Outputs: [ 0.017431 0.01911626 0.01759624 0.01193613 0.00841101 0.0093069
0.02663782 0.02892023 0.012059 0.01451897 0.02035471 0.02463997
0.00901361 0.01226861 0.00686833 0.01220502 0.04280307 0.01113761
0.00923887 0.00984818 0.01925973 0.02121613 0.02580447 0.0132821
0.02150978 0.00684793 0.01282949 0.00841928 0.01343464 0.01008891]
final inputs: [-0.39532706 -0.02034216 0.11621647 0.47728398 0.03720439 0.26814683
-0.02271413 -0.23107391 -0.35197486 0.36801049]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
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0.08709398 -0.13822332 -0.7605229 0.990699 ]
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[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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hidden inputs: [-4.93453337 -5.15063516 -5.29815001 -5.98721281 -6.31143595 -6.40005291
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-5.35179744 -5.9276604 -6.12285474 -5.99233066 -5.68796395 -5.97827025]
hidden Outputs: [ 0.00714244 0.00576233 0.00497595 0.00250436 0.00181213 0.00165871
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0.00471727 0.00265763 0.00218739 0.00249161 0.00337505 0.0025268 ]
final inputs: [-0.10992517 -0.00843689 0.03182366 0.12714809 0.00400875 0.07141536
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[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
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oet: [-0.41085513 -0.51234341 -0.55260395 -0.64792839 -0.52478905 -0.59219566
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[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-3.29672496 -3.62290028 -3.75296142 -4.65505209 -4.55453285 -4.78677494
-3.72221465 -3.20390574 -3.22620818 -3.78097221 -3.76347444 -3.16234829
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-3.92034217 -4.7923536 -4.31609952 -4.49120727 -4.45528525 -4.24290199]
hidden Outputs: [ 0.03568371 0.0260105 0.02291098 0.00942377 0.01040991 0.00827034
0.02360947 0.03901901 0.03819129 0.02229224 0.02267681 0.04060747
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0.01944856 0.00822471 0.01317594 0.0110829 0.0114836 0.01416239]
final inputs: [-0.49290011 -0.03929245 0.14775775 0.58019023 0.02671815 0.32953679
-0.02706885 -0.29415212 -0.42506507 0.45418495]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
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[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [-0.12711519 -0.58072286 -0.76777306 -1.20020554 -0.64673345 -0.94955209
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-4.36953433 -4.47240663 -4.43274788 -5.00151733 -5.50235094 -4.67016211
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-4.77446125 -5.37620175 -4.98138627 -5.2057588 -4.92969943 -5.11904027]
hidden Outputs: [ 0.01249893 0.01129086 0.01174228 0.00668277 0.00406062 0.00928375
0.01273327 0.01974487 0.01811912 0.01148827 0.00905404 0.01443383
0.00600666 0.0058759 0.00494551 0.01055291 0.02473873 0.00636528
0.00555864 0.01062983 0.01705761 0.00741234 0.00875744 0.00483005
0.00837195 0.00460406 0.00681774 0.00545497 0.0071768 0.00594619]
final inputs: [-0.24592647 -0.02046355 0.07280511 0.28711396 0.01404162 0.16243862
-0.01408455 -0.14649948 -0.21317296 0.22104887]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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hidden inputs: [-3.44830909 -3.29489859 -3.66012228 -4.18099676 -4.18082423 -4.56673966
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-3.83576199 -4.67484144 -3.73071623 -4.76530446 -4.20616965 -4.46809912]
hidden Outputs: [ 0.03081933 0.03574661 0.02508397 0.0150532 0.01505576 0.01028491
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final inputs: [-0.50511358 -0.02529515 0.16899299 0.618128 0.04939547 0.36101493
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[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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hidden inputs: [-2.37208812 -1.99040783 -2.29460325 -2.40494438 -2.26131704 -2.42992074
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-2.13880417 -2.01733946 -2.29188806 -2.14949929 -2.12730941 -2.44970427]
hidden Outputs: [ 0.08532603 0.12021372 0.0915709 0.08279644 0.09437774 0.08091936
0.08565532 0.15390728 0.13330195 0.12847411 0.11180144 0.09970118
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final inputs: [-2.56480848 -0.17863213 0.8586842 3.11616096 0.25137373 1.83910189
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[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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hidden inputs: [-3.38287006 -3.3630807 -3.85667003 -4.46538184 -4.56124078 -4.63333877
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-3.76203422 -4.65372238 -4.28428223 -4.54451983 -4.32410132 -4.44761929]
hidden Outputs: [ 0.03283513 0.03346942 0.0207007 0.01136955 0.01034103 0.00962863
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final inputs: [-0.49827438 -0.04457386 0.14443311 0.57176134 0.0205769 0.32881339
-0.03201433 -0.29354889 -0.4246075 0.44719902]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
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[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
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[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
[-1.05852987 -0.6085254 0.20020837 0.87559135 -0.11688229 0.4147075
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [ 0.30827745 -0.14542307 -0.33443004 -0.76175827 -0.21057383 -0.51881033
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X: [ 1. 0. -0.19208513 -0.19296569 -1.55384381 0. 0.
0. 1. 1. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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hidden inputs: [-4.19470557 -4.35535155 -4.9983622 -5.45443974 -5.55845298 -6.02365481
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-5.34375188 -5.35273646 -5.36136653 -5.1900488 -5.14206521 -5.53054405]
hidden Outputs: [ 0.01485129 0.0126752 0.00670375 0.00425906 0.00383993 0.00241496
0.0100509 0.01456356 0.01135283 0.01097698 0.00868502 0.0102663
0.00451605 0.00270425 0.00296742 0.01198454 0.01417419 0.00394043
0.00615914 0.00569529 0.01231954 0.00840571 0.00352332 0.00370941
0.00475519 0.00471286 0.00467255 0.00554086 0.00581163 0.00394818]
final inputs: [-0.17916141 -0.01042145 0.05850624 0.21495683 0.01063181 0.12510265
-0.00925991 -0.10558185 -0.15344473 0.16810176]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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0.09634764 -0.55025852 -0.72831653 0.705571 ]
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [ 0.0608342 -0.10790576 -0.17683344 -0.33328404 -0.12895902 -0.24342986
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X: [ 1. 0. -0.39981678 -1.28144432 1.37405656 1. 0.
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[[ -1.21632936e+00 -1.67866631e-01 -1.42556283e-03 ..., -4.42877105e-01
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-4.79643736 -5.28096112 -5.78778774 -6.39472669 -6.20673026 -6.70438998
-4.70796407 -4.57052007 -5.4958291 -5.1776986 -5.34147837 -4.9305018
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-5.06571743 -6.43267089 -6.181382 -6.2793419 -5.93079627 -6.00297439]
hidden Outputs: [ 0.00819146 0.00506179 0.00305539 0.00166756 0.00201176 0.00122402
0.00894244 0.0102465 0.00408708 0.00560933 0.00476596 0.00717108
0.00172623 0.00319426 0.00116597 0.00407864 0.01088992 0.00260045
0.00361763 0.00321417 0.01173635 0.00454333 0.00291155 0.00224537
0.00626982 0.00160557 0.0020633 0.00187113 0.00264933 0.0024653 ]
final inputs: [-0.10677949 -0.00579851 0.03268014 0.12666258 0.00546142 0.07095443
-0.00449841 -0.06239393 -0.09111531 0.09975752]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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oet: [ 1.94558719 1.8446062 1.80612755 1.71214511 1.83334628 1.76785326
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[-0.10354432 -0.00673687 0.02953456 0.12000944 0.00411295 0.06779196
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X: [ 1. 0. -1.75007248 -1.17777969 2.10644035 1. 0.
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-4.89295038 -5.06438683 -5.44298821 -6.37969632 -6.22026484 -6.91137957
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-5.35109084 -6.50333788 -6.31630579 -6.365236 -5.48441394 -5.74164024]
hidden Outputs: [ 0.00744344 0.00627812 0.0043079 0.00169277 0.00198477 0.00099539
0.0064267 0.00699065 0.00392946 0.00487505 0.00383168 0.00912848
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0.00427497 0.00259846 0.00907862 0.00367238 0.00327307 0.00202634
0.00472058 0.00149619 0.00180335 0.00171738 0.00413381 0.00319923]
final inputs: [-0.10354432 -0.00673687 0.02953456 0.12000944 0.00411295 0.06779196
-0.00645636 -0.05917688 -0.08718608 0.09475625]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
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[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
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[-0.48824204 0.13008119 0.12325194 1.07547648 -0.27864839 0.58961635
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[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [-0.18017457 -0.27698201 -0.31325345 -0.40372832 -0.28783184 -0.35151085
-0.27726253 -0.22454201 -0.19653281 -0.37847514]
[-0.55929439 -0.03764737 0.18369755 0.66351378 0.0538404 0.39285427
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X: [ 0. 0. -1.12687754 0.94734524 -1.55384381 0. 0.
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[[ -1.21632936e+00 -1.67866631e-01 -1.42556283e-03 ..., -4.42877105e-01
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-3.63545502 -3.05948671 -3.95062537 -3.81448053 -3.65240813 -4.36559113
-3.51536083 -3.87007742 -3.42384657 -3.80404372 -3.64495199 -3.35982411
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-3.46313103 -4.22850324 -3.49746679 -4.09474416 -3.69627525 -4.45630323]
hidden Outputs: [ 0.02569432 0.04480967 0.01887937 0.02157349 0.02527331 0.0125477
0.02887831 0.02043064 0.03155846 0.02179489 0.02545764 0.03357493
0.01355565 0.01105657 0.00910196 0.02160221 0.02768334 0.01137339
0.02088198 0.01782032 0.03117458 0.02347751 0.02734315 0.01124742
0.03037967 0.01436483 0.02938439 0.016387 0.02421488 0.01147205]
final inputs: [-0.55929439 -0.03764737 0.18369755 0.66351378 0.0538404 0.39285427
-0.02779673 -0.32944677 -0.48719886 0.50320431]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
-0.07458632 -0.31600371 -0.48526374 0.29902839]
[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
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[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
-0.21052095 -0.70217295 -1.00543494 0.82866565]
[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
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[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
-0.07314717 -0.37880399 -0.69114958 0.84054898]
[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
[-1.05852987 -0.6085254 0.20020837 0.87559135 -0.11688229 0.4147075
-0.23283083 -0.80942181 -0.85116574 0.47176954]
[-0.48824204 0.13008119 0.12325194 1.07547648 -0.27864839 0.58961635
-0.18828987 -0.23787427 -0.63986934 0.74324529]
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0.08082537 -0.3139241 -0.48454412 0.82356776]
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-0.22217069 -0.59893037 -0.74895817 1.03329637]
[-0.6940251 -0.06505703 0.58964173 1.00104637 0.59708446 0.88420002
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[-1.04047251 0.11216474 0.52528453 1.51504631 -0.00785147 0.71952847
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0.08709398 -0.13822332 -0.7605229 0.990699 ]
[-0.84272332 -0.20019904 0.0352235 1.06448557 0.11833124 0.67548873
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0.13855317 -0.50001866 -0.94554934 0.7404614 ]
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[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
0.07873709 -0.55748178 -1.12092377 0.88692825]
[-0.59828764 -0.05337405 0.55138989 0.9743857 -0.03651265 0.64012027
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[-0.83706724 -0.25337569 0.36014583 1.25326014 0.03291136 0.59234752
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[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [ 0.03300104 -0.48864599 -0.70999091 -1.18980713 -0.58013376 -0.91914762
-0.49849662 -0.19684658 -0.03909449 -1.02949767]
[-0.46788505 -0.02977534 0.14697567 0.56455106 0.03846468 0.33436115
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X: [ 0. 0. 0.01564651 -0.19296569 0.51988127 0. 0.
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1. 0. 0. 0. 0. 0. 0. ]
[[ -1.21632936e+00 -1.67866631e-01 -1.42556283e-03 ..., -4.42877105e-01
-6.19647867e-01 -6.69062367e-01]
[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
-3.25941020e-01 -6.79400227e-01]
[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
-5.71733612e-01 -4.97665174e-01]]
hidden inputs: [-3.31414148 -3.36240494 -4.55662114 -4.26120731 -3.92408285 -5.10330139
-3.63663761 -3.7568373 -3.99281148 -3.91070948 -3.46541381 -3.78311317
-4.67194987 -4.59597044 -4.97212735 -4.13403809 -2.67254131 -4.47580375
-3.91730077 -4.22493993 -3.5463423 -3.72861651 -3.88644724 -4.05598106
-4.24367125 -4.70753639 -4.67943218 -4.62397869 -4.02772166 -4.25548335]
hidden Outputs: [ 0.03508923 0.03349129 0.01038842 0.01390907 0.01937735 0.00603995
0.02566473 0.02282438 0.01811362 0.01963311 0.0303125 0.02224562
0.00926733 0.00999158 0.00688072 0.01576553 0.06461321 0.011253
0.01950664 0.01441537 0.02802203 0.02346235 0.02010558 0.01702366
0.01415165 0.00894623 0.00919888 0.0097183 0.01750306 0.0139878 ]
final inputs: [-0.46788505 -0.02977534 0.14697567 0.56455106 0.03846468 0.33436115
-0.02635372 -0.26184287 -0.40312818 0.44078972]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
-0.07458632 -0.31600371 -0.48526374 0.29902839]
[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
-0.18609254 -0.58430972 -0.73556355 0.59595822]
[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
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[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
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[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
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[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
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oet: [ 1.70025657 1.26214686 1.08539586 0.66782046 1.19390685 0.89801038
1.25872525 1.4942144 1.63549971 0.7915818 ]
[-0.39281909 -0.03115501 0.11419623 0.46341207 0.02204227 0.2663349
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-3.38210383 -3.78150613 -4.16596108 -4.57011241 -4.58871954 -5.23493577
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-4.05974627 -4.79347858 -4.79601911 -4.84961751 -4.07226338 -4.52574764]
hidden Outputs: [ 0.03285947 0.02228061 0.01527777 0.01025063 0.01006356 0.00529894
0.01993679 0.02715957 0.02573146 0.01566427 0.01502621 0.028902
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0.01696077 0.00821554 0.00819486 0.00777052 0.01675332 0.01071066]
final inputs: [-0.39281909 -0.03115501 0.11419623 0.46341207 0.02204227 0.2663349
-0.02542171 -0.23018732 -0.33742762 0.3595796 ]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
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[-0.83706724 -0.25337569 0.36014583 1.25326014 0.03291136 0.59234752
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[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
-0.30587228 -0.55119562 -0.75818373 0.59546742]
[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [-0.60208402 -0.9637481 -1.10909935 -1.45831519 -1.01694538 -1.26123802
-0.9694814 -0.7647158 -0.6574755 -1.35448271]
[-1.04689792 -0.05679989 0.35142372 1.27813634 0.11740884 0.74589319
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X: [ 0. 0. 0.01564651 1.31017145 3.20419864 0. 1.
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-3.52698619 -2.90587655 -3.45012716 -3.46646388 -3.50948067 -3.19255719
-2.80006747 -2.93530856 -3.68899557 -2.78912348 -3.02669044 -3.43622032
-3.45917513 -3.13169415 -3.97530142 -3.44096243 -2.67766324 -3.27113177
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-2.95200803 -4.12545826 -3.19580337 -3.51428113 -3.11405747 -2.80747827]
hidden Outputs: [ 0.02855407 0.05186383 0.03076507 0.03028165 0.02904368 0.03944677
0.05732053 0.05043548 0.02438748 0.05791476 0.04623455 0.03118247
0.03049641 0.04181867 0.01842769 0.03103952 0.06430433 0.03657493
0.05414912 0.04022916 0.0828694 0.03120506 0.07474652 0.02837221
0.04964169 0.01589922 0.03932396 0.02890861 0.04253111 0.0569214 ]
final inputs: [-1.04689792 -0.05679989 0.35142372 1.27813634 0.11740884 0.74589319
-0.02526444 -0.59793144 -0.91976856 0.9514771 ]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
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[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
-0.18609254 -0.58430972 -0.73556355 0.59595822]
[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
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[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
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[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
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[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
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[-0.48824204 0.13008119 0.12325194 1.07547648 -0.27864839 0.58961635
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0.08082537 -0.3139241 -0.48454412 0.82356776]
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-0.22217069 -0.59893037 -0.74895817 1.03329637]
[-0.6940251 -0.06505703 0.58964173 1.00104637 0.59708446 0.88420002
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0.08709398 -0.13822332 -0.7605229 0.990699 ]
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[-0.74034117 -0.1160858 0.06597336 1.15050766 0.39572662 0.54425009
0.13855317 -0.50001866 -0.94554934 0.7404614 ]
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[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
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[-0.83706724 -0.25337569 0.36014583 1.25326014 0.03291136 0.59234752
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[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [ 0.08507314 -0.90502489 -1.3132485 -2.23996112 -1.07923362 -1.70771797
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[-0.27923979 -0.02282379 0.08508653 0.32794769 0.01558194 0.18615256
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X: [ 1. 0. -1.54234083 1.56933303 -1.55384381 1. 0.
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0. 1. 0. 0. 0. 0. 0. ]
[[ -1.21632936e+00 -1.67866631e-01 -1.42556283e-03 ..., -4.42877105e-01
-6.19647867e-01 -6.69062367e-01]
[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
-3.25941020e-01 -6.79400227e-01]
[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-4.12320519 -4.35621075 -4.37951402 -4.92008242 -5.19734 -4.53796539
-4.3286843 -3.75753415 -3.78806303 -4.27487611 -4.59603549 -3.99935709
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-4.65387901 -5.0165857 -4.80235992 -4.82832929 -4.92805914 -4.77150598]
hidden Outputs: [ 0.01593451 0.01266445 0.01237635 0.00724565 0.00550083 0.01058197
0.0130133 0.02280884 0.02213822 0.01372284 0.00999094 0.01799757
0.00813812 0.00564482 0.00668042 0.01211234 0.02298147 0.00626869
0.00511121 0.01313055 0.01671952 0.00977035 0.00726615 0.00632043
0.00943472 0.00658349 0.00814349 0.00793639 0.00718849 0.00839652]
final inputs: [-0.27923979 -0.02282379 0.08508653 0.32794769 0.01558194 0.18615256
-0.01669699 -0.16776396 -0.24159017 0.25272336]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
0.09557998 -0.43448802 -0.36300499 0.90821514]
[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
-0.07458632 -0.31600371 -0.48526374 0.29902839]
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hidden inputs: [-3.83830303 -3.65541721 -3.95601111 -4.6469208 -4.3851524 -4.67106397
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hidden Outputs: [ 0.02107633 0.02519929 0.01877987 0.00949997 0.01230762 0.00927546
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final inputs: [-0.45283553 -0.02255653 0.14061673 0.54431417 0.03747885 0.30997931
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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hidden inputs: [-4.77983488 -5.13299693 -5.57646875 -6.48014352 -6.14507511 -7.05803951
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hidden Outputs: [ 0.00832746 0.00586426 0.00377163 0.00153124 0.00213943 0.00085972
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final inputs: [-0.09904138 -0.00460938 0.03080854 0.11979 0.00605335 0.06939281
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[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
-5.54053053e-01 -6.79725443e-01]
...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
-2.95164919e-01 -6.68816128e-01]
[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
-5.71733612e-01 -4.97665174e-01]]
hidden inputs: [-3.51640338 -3.42546324 -4.16508489 -4.0832454 -3.66207727 -4.8289069
-3.45696516 -3.40842958 -3.77923004 -3.85526511 -3.28396443 -3.34779402
-4.74809379 -4.37421729 -5.0222681 -4.06738677 -3.36598659 -4.23544401
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-3.8400971 -4.53310696 -4.2313911 -4.12945237 -3.81981297 -4.11365505]
hidden Outputs: [ 0.02884909 0.03150908 0.01529095 0.01657338 0.02503621 0.00793184
0.03056182 0.03203306 0.02233024 0.0207292 0.03612542 0.03396748
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0.02541115 0.0174112 0.02718966 0.01903589 0.01972428 0.01037461
0.02103935 0.01063296 0.014324 0.01583685 0.02146122 0.01608496]
final inputs: [-0.51127522 -0.0267585 0.1609408 0.60989678 0.04545154 0.3585052
-0.02438964 -0.29273313 -0.43883626 0.4721493 ]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
0.09557998 -0.43448802 -0.36300499 0.90821514]
[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
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[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
-0.18609254 -0.58430972 -0.73556355 0.59595822]
[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
-0.21052095 -0.70217295 -1.00543494 0.82866565]
[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
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[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
-0.07314717 -0.37880399 -0.69114958 0.84054898]
[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
[-1.05852987 -0.6085254 0.20020837 0.87559135 -0.11688229 0.4147075
-0.23283083 -0.80942181 -0.85116574 0.47176954]
[-0.48824204 0.13008119 0.12325194 1.07547648 -0.27864839 0.58961635
-0.18828987 -0.23787427 -0.63986934 0.74324529]
[-0.83841469 0.27982149 0.37712815 0.81295435 0.33822712 0.85376512
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[-0.6940251 -0.06505703 0.58964173 1.00104637 0.59708446 0.88420002
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[-0.79349256 -0.27815562 0.38804886 1.39965642 0.22862852 0.84456859
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[-1.04047251 0.11216474 0.52528453 1.51504631 -0.00785147 0.71952847
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[-0.90042793 0.15270122 0.44626812 0.82277884 0.04714627 0.42537078
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[-0.82975147 -0.27123434 0.36871602 1.25594853 0.06843232 0.89400512
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[-0.74769215 0.00598269 0.38367715 1.0063716 0.19883302 0.67126262
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[-0.84272332 -0.20019904 0.0352235 1.06448557 0.11833124 0.67548873
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[-0.83458472 -0.1724654 0.56028451 0.78657233 0.04467609 0.37445175
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[-0.32647254 0.2011883 0.36996898 1.26370002 0.60660961 0.47651934
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[-0.96684055 -0.19248177 0.40587575 1.35642106 -0.01031629 0.41752986
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[-1.07643877 0.07539353 0.17237227 0.85744299 0.07593098 0.60055273
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[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
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[-0.59828764 -0.05337405 0.55138989 0.9743857 -0.03651265 0.64012027
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[-0.83706724 -0.25337569 0.36014583 1.25326014 0.03291136 0.59234752
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[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
-0.30587228 -0.55119562 -0.75818373 0.59546742]
[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [ 1.2474717 0.76295498 0.57525569 0.1262997 0.69074494 0.37769128
0.76058613 1.02892961 1.17503274 0.26404719]
[-0.61255119 -0.02859874 0.1949826 0.7316566 0.05688367 0.42527657
-0.02416828 -0.35505005 -0.53221194 0.57449021]
X: [ 0. 0. 0.11951233 -0.5557919 -0.21168512 0. 0.
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0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
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0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0. ]
[[ -1.21632936e+00 -1.67866631e-01 -1.42556283e-03 ..., -4.42877105e-01
-6.19647867e-01 -6.69062367e-01]
[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-3.306621 -3.44406489 -3.72060155 -3.98272259 -4.07319021 -4.61424111
-3.14407155 -2.92887166 -3.59281191 -4.00221104 -2.92627627 -3.27994672
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-3.63811562 -4.11964777 -3.9313791 -4.05862321 -4.15451203 -4.25851526]
hidden Outputs: [ 0.03534475 0.03094635 0.02364669 0.01829393 0.01673806 0.00981246
0.04132551 0.05074465 0.02678372 0.0179472 0.05086981 0.03626558
0.01510004 0.01106109 0.0111342 0.02150535 0.04637913 0.0158407
0.02474626 0.02077333 0.03690867 0.02730272 0.02340924 0.02048075
0.0256278 0.01599039 0.01923919 0.0169795 0.01545097 0.01394604]
final inputs: [-0.61255119 -0.02859874 0.1949826 0.7316566 0.05688367 0.42527657
-0.02416828 -0.35505005 -0.53221194 0.57449021]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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-0.07458632 -0.31600371 -0.48526374 0.29902839]
[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
-0.18609254 -0.58430972 -0.73556355 0.59595822]
[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
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[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
-0.07314717 -0.37880399 -0.69114958 0.84054898]
[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
[-1.05852987 -0.6085254 0.20020837 0.87559135 -0.11688229 0.4147075
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[-0.48824204 0.13008119 0.12325194 1.07547648 -0.27864839 0.58961635
-0.18828987 -0.23787427 -0.63986934 0.74324529]
[-0.83841469 0.27982149 0.37712815 0.81295435 0.33822712 0.85376512
0.08082537 -0.3139241 -0.48454412 0.82356776]
[-1.06210092 -0.11887932 0.03284941 0.78855475 -0.24144084 0.14271572
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[-0.79349256 -0.27815562 0.38804886 1.39965642 0.22862852 0.84456859
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[-1.04047251 0.11216474 0.52528453 1.51504631 -0.00785147 0.71952847
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[-0.84272332 -0.20019904 0.0352235 1.06448557 0.11833124 0.67548873
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[-0.74034117 -0.1160858 0.06597336 1.15050766 0.39572662 0.54425009
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[-0.96684055 -0.19248177 0.40587575 1.35642106 -0.01031629 0.41752986
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[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
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[-0.83706724 -0.25337569 0.36014583 1.25326014 0.03291136 0.59234752
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[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [ 0.40601509 -0.17793736 -0.40151871 -0.9381927 -0.26341978 -0.63181267
-0.18236782 0.14851395 0.32567584 -0.78102631]
[-0.746325 -0.04961215 0.2256749 0.88168125 0.06871502 0.5050924
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X: [ 0. 0. -1.12687754 -0.5557919 1.13047356 0. 0.
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0. 0. 0. 0. 1. 0. 0. ]
[[ -1.21632936e+00 -1.67866631e-01 -1.42556283e-03 ..., -4.42877105e-01
-6.19647867e-01 -6.69062367e-01]
[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
-3.25941020e-01 -6.79400227e-01]
[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
-5.54053053e-01 -6.79725443e-01]
...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
-5.71733612e-01 -4.97665174e-01]]
hidden inputs: [-3.33577915 -3.16769591 -3.85253955 -3.89681057 -3.60641875 -4.31368808
-2.69725066 -3.24338874 -3.18685546 -4.11006165 -3.15485059 -3.43585922
-4.21585511 -3.95790297 -4.91691781 -3.62597396 -2.51910659 -3.90587133
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-2.95296555 -4.09996629 -3.90539211 -3.65860138 -3.53059396 -4.2104467 ]
hidden Outputs: [ 0.03436394 0.04039964 0.0207846 0.01990242 0.02643132 0.01320733
0.06313578 0.03756518 0.03966338 0.01614193 0.04090058 0.03119338
0.01454502 0.01874504 0.00726845 0.02593274 0.07452954 0.01972645
0.0298141 0.01768563 0.03900898 0.03435367 0.03243222 0.03162437
0.04959654 0.01630304 0.01973572 0.02512119 0.02845416 0.01462274]
final inputs: [-0.746325 -0.04961215 0.2256749 0.88168125 0.06871502 0.5050924
-0.04820337 -0.424062 -0.64835803 0.67211867]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
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[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
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[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
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[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
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0.09634764 -0.55025852 -0.72831653 0.705571 ]
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[-0.79349256 -0.27815562 0.38804886 1.39965642 0.22862852 0.84456859
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[-1.04047251 0.11216474 0.52528453 1.51504631 -0.00785147 0.71952847
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[-0.90042793 0.15270122 0.44626812 0.82277884 0.04714627 0.42537078
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0.08709398 -0.13822332 -0.7605229 0.990699 ]
[-0.84272332 -0.20019904 0.0352235 1.06448557 0.11833124 0.67548873
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oet: [ 0.56184113 -0.13487173 -0.41015878 -1.06616513 -0.2531989 -0.68957628
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-3.92600153 -3.68809334 -4.61483822 -5.03685654 -5.24573794 -5.5296335
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-4.47256788 -5.61559167 -4.7967714 -5.37973918 -4.85011862 -4.56923752]
hidden Outputs: [ 0.01934093 0.02440896 0.00980666 0.00645223 0.0052423 0.00395176
0.01948637 0.02044841 0.00846963 0.0119657 0.01140844 0.01401753
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final inputs: [-0.31061496 -0.01776761 0.10550122 0.37698182 0.02912373 0.21809235
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[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
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[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [ 1.66978677 1.37693942 1.25367059 0.98218999 1.33004809 1.14107946
1.36631463 1.53682946 1.62788828 1.0637261 ]
[-0.37601843 -0.03376771 0.1169156 0.44065426 0.02626808 0.24810966
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-4.10380074 -3.83723003 -4.4960035 -4.6738799 -4.85503823 -4.6644223
-4.17014025 -3.71734208 -3.4971087 -4.18429124 -4.61588718 -3.67781385
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-3.75220414 -5.04280572 -4.2846394 -4.330185 -4.42770764 -4.33965869]
hidden Outputs: [ 0.01624166 0.02109848 0.01103045 0.00924962 0.00772884 0.0093367
0.01521502 0.02372206 0.02939461 0.01500444 0.00979648 0.02465494
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0.02292794 0.0064142 0.01359132 0.01299404 0.01180091 0.0128731 ]
final inputs: [-0.37601843 -0.03376771 0.1169156 0.44065426 0.02626808 0.24810966
-0.02086661 -0.22929779 -0.32584184 0.33227812]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
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[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
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[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
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-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
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[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
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0.13855317 -0.50001866 -0.94554934 0.7404614 ]
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[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
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[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
-0.30587228 -0.55119562 -0.75818373 0.59546742]
[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [-0.55824107 -0.90049179 -1.0511751 -1.37491376 -0.96052758 -1.18236916
-0.91339289 -0.70496171 -0.60841766 -1.26653762]
[-0.39169992 -0.02059564 0.13213199 0.48049908 0.03024303 0.27282597
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[[ -1.21632936e+00 -1.67866631e-01 -1.42556283e-03 ..., -4.42877105e-01
-6.19647867e-01 -6.69062367e-01]
[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-3.47574991 -3.47967851 -4.19731387 -4.75574671 -5.01850803 -5.13933713
-3.74875499 -3.17162751 -4.04331604 -3.87701183 -4.05946648 -3.61151336
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-4.60143271 -5.02752393 -4.4153421 -4.7671311 -4.56667121 -4.76804091]
hidden Outputs: [ 0.03001015 0.029896 0.01481318 0.00852875 0.00657093 0.00582742
0.02300534 0.0402475 0.01723689 0.02029232 0.01696543 0.02630054
0.01231362 0.00650509 0.0091501 0.0143639 0.03271164 0.00962979
0.01488696 0.01002794 0.03863547 0.02525599 0.01332115 0.00838295
0.0099377 0.00651233 0.01194599 0.00843302 0.0102856 0.00842542]
final inputs: [-0.39169992 -0.02059564 0.13213199 0.48049908 0.03024303 0.27282597
-0.01107256 -0.23452795 -0.34083855 0.37546867]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
0.09557998 -0.43448802 -0.36300499 0.90821514]
[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
-0.07458632 -0.31600371 -0.48526374 0.29902839]
[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
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[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
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[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
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[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
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hidden inputs: [-3.74493783 -3.28012741 -3.98924231 -4.43899239 -4.24106863 -4.50966405
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hidden Outputs: [ 0.02309129 0.03625926 0.01817721 0.01167003 0.01418801 0.01088243
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hidden inputs: [-4.10036146 -4.0592815 -4.02090578 -4.68840089 -4.33809498 -4.48399071
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hidden inputs: [-3.87487285 -3.60410975 -3.72091722 -4.58356827 -4.12655124 -4.36775403
-3.93518731 -3.67197997 -3.88721488 -3.67698548 -3.90675458 -3.20208877
-4.32152405 -4.78680355 -4.86463047 -4.11437129 -3.27238596 -4.59364735
-4.32959185 -4.36082402 -3.37838448 -3.82721159 -4.05265189 -4.44372191
-3.79903718 -4.70243282 -4.18441343 -4.79623979 -4.40089905 -4.77062082]
hidden Outputs: [ 0.02033489 0.0264908 0.0236394 0.01011501 0.01588213 0.01252093
0.01916747 0.02479562 0.02009047 0.02467487 0.01970938 0.03908719
0.01310559 0.00827011 0.00765562 0.01607363 0.03653076 0.01001459
0.01300165 0.0126069 0.03297788 0.02130639 0.01707946 0.01161561
0.02190189 0.00899159 0.01500263 0.00819307 0.01211767 0.00840389]
final inputs: [-0.44456426 -0.0272326 0.13953696 0.52254221 0.03244457 0.29814307
-0.02518069 -0.25883353 -0.38469652 0.40852816]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
-0.07458632 -0.31600371 -0.48526374 0.29902839]
[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
-0.18609254 -0.58430972 -0.73556355 0.59595822]
[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
-0.21052095 -0.70217295 -1.00543494 0.82866565]
[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
-0.01721507 -0.4102682 -0.73620967 0.95534378]
[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
-0.07314717 -0.37880399 -0.69114958 0.84054898]
[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
[-1.05852987 -0.6085254 0.20020837 0.87559135 -0.11688229 0.4147075
-0.23283083 -0.80942181 -0.85116574 0.47176954]
[-0.48824204 0.13008119 0.12325194 1.07547648 -0.27864839 0.58961635
-0.18828987 -0.23787427 -0.63986934 0.74324529]
[-0.83841469 0.27982149 0.37712815 0.81295435 0.33822712 0.85376512
0.08082537 -0.3139241 -0.48454412 0.82356776]
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[-0.6940251 -0.06505703 0.58964173 1.00104637 0.59708446 0.88420002
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[-0.79349256 -0.27815562 0.38804886 1.39965642 0.22862852 0.84456859
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[-1.04047251 0.11216474 0.52528453 1.51504631 -0.00785147 0.71952847
-0.22596446 -0.64289489 -0.6029838 0.86676906]
[-0.90042793 0.15270122 0.44626812 0.82277884 0.04714627 0.42537078
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[-0.74769215 0.00598269 0.38367715 1.0063716 0.19883302 0.67126262
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[-0.84272332 -0.20019904 0.0352235 1.06448557 0.11833124 0.67548873
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[-0.83458472 -0.1724654 0.56028451 0.78657233 0.04467609 0.37445175
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[-0.32647254 0.2011883 0.36996898 1.26370002 0.60660961 0.47651934
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[-0.74034117 -0.1160858 0.06597336 1.15050766 0.39572662 0.54425009
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[-0.96684055 -0.19248177 0.40587575 1.35642106 -0.01031629 0.41752986
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[-1.07643877 0.07539353 0.17237227 0.85744299 0.07593098 0.60055273
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[-0.59828764 -0.05337405 0.55138989 0.9743857 -0.03651265 0.64012027
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[-0.83706724 -0.25337569 0.36014583 1.25326014 0.03291136 0.59234752
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[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [-0.39046023 -0.80779189 -0.97456145 -1.3575667 -0.86746906 -1.13316756
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[-0.68940854 -0.05746368 0.22922311 0.82274979 0.07054845 0.47583718
-0.03845667 -0.41331937 -0.59982682 0.6103732 ]
X: [ 0. 0. -1.33460919 0.63635135 -1.55384381 0. 0.
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0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0. ]
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-6.19647867e-01 -6.69062367e-01]
[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-3.84740197 -2.92524048 -4.16778549 -3.78078228 -3.35495784 -4.0700175
-3.30637272 -3.42355587 -2.71872964 -3.62091051 -3.58581542 -3.35024641
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-3.56828594 -3.84950505 -3.5335094 -3.41922534 -3.27154869 -4.15657539]
hidden Outputs: [ 0.02088942 0.05091985 0.01525034 0.02229638 0.03373319 0.01679036
0.03535321 0.03156734 0.06187717 0.02606095 0.0269667 0.0338871
0.01879737 0.01492455 0.01283515 0.02716636 0.02659831 0.01122251
0.02697217 0.02138284 0.04194843 0.03389437 0.02799121 0.01452249
0.0274305 0.02084645 0.02837368 0.0317 0.03656024 0.01541961]
final inputs: [-0.68940854 -0.05746368 0.22922311 0.82274979 0.07054845 0.47583718
-0.03845667 -0.41331937 -0.59982682 0.6103732 ]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
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[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
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[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
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[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
-0.07314717 -0.37880399 -0.69114958 0.84054898]
[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
[-1.05852987 -0.6085254 0.20020837 0.87559135 -0.11688229 0.4147075
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[-0.48824204 0.13008119 0.12325194 1.07547648 -0.27864839 0.58961635
-0.18828987 -0.23787427 -0.63986934 0.74324529]
[-0.83841469 0.27982149 0.37712815 0.81295435 0.33822712 0.85376512
0.08082537 -0.3139241 -0.48454412 0.82356776]
[-1.06210092 -0.11887932 0.03284941 0.78855475 -0.24144084 0.14271572
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[-0.79349256 -0.27815562 0.38804886 1.39965642 0.22862852 0.84456859
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[-0.84272332 -0.20019904 0.0352235 1.06448557 0.11833124 0.67548873
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[-0.74034117 -0.1160858 0.06597336 1.15050766 0.39572662 0.54425009
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[-0.96684055 -0.19248177 0.40587575 1.35642106 -0.01031629 0.41752986
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[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
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[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [-0.27241624 -0.9043611 -1.19104789 -1.78457458 -1.03237323 -1.43766196
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[-0.33825561 -0.01425889 0.10684847 0.41407709 0.0277211 0.23465225
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X: [ 1. 0. 0.53497563 0.7918483 -0.45608552 0. 0.
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0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0. ]
[[ -1.21632936e+00 -1.67866631e-01 -1.42556283e-03 ..., -4.42877105e-01
-6.19647867e-01 -6.69062367e-01]
[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
-3.25941020e-01 -6.79400227e-01]
[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-3.83390183 -4.39127929 -3.80921075 -4.64832141 -5.01033819 -4.5012877
-3.6750618 -3.52750346 -4.45828073 -3.87546007 -4.17939982 -4.4302913
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-4.66722522 -5.0252466 -4.84654316 -4.79504503 -4.56513312 -4.5372838 ]
hidden Outputs: [ 0.02116733 0.01223337 0.021685 0.0094868 0.00662447 0.01097296
0.02472121 0.02853972 0.01144965 0.02032319 0.0150769 0.01177082
0.00954678 0.00684747 0.00760003 0.01819281 0.03050252 0.0121164
0.00758776 0.01423551 0.02285025 0.01931566 0.00934376 0.00807475
0.00931081 0.00652708 0.00779426 0.00820278 0.01030127 0.01058911]
final inputs: [-0.33825561 -0.01425889 0.10684847 0.41407709 0.0277211 0.23465225
-0.01637132 -0.19762136 -0.29560698 0.32015034]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
-0.07458632 -0.31600371 -0.48526374 0.29902839]
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[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
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[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
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[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
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[-1.04047251 0.11216474 0.52528453 1.51504631 -0.00785147 0.71952847
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[-0.90042793 0.15270122 0.44626812 0.82277884 0.04714627 0.42537078
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[-0.74769215 0.00598269 0.38367715 1.0063716 0.19883302 0.67126262
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-0.066262 -0.87385772 -0.69494361 0.58216247]
[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
-0.30587228 -0.55119562 -0.75818373 0.59546742]
[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [ 0.18133701 -0.14265971 -0.26376707 -0.57099569 -0.18463969 -0.39157085
-0.14054728 0.04070277 0.13868838 -0.47706894]
[-0.28766473 -0.01497465 0.09238437 0.35045604 0.02406329 0.20324591
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X: [ 0. 0. 1.57363386 -1.28144432 0.27629827 0. 1.
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[[ -1.21632936e+00 -1.67866631e-01 -1.42556283e-03 ..., -4.42877105e-01
-6.19647867e-01 -6.69062367e-01]
[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
-3.25941020e-01 -6.79400227e-01]
[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
-5.54053053e-01 -6.79725443e-01]
...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
-2.95164919e-01 -6.68816128e-01]
[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-3.90061249 -3.78989403 -4.77880977 -4.84149824 -5.47273442 -5.52234438
-4.01811849 -3.45020541 -4.55423358 -4.16158727 -4.06937608 -4.27641278
-4.86348911 -4.84672944 -5.70301181 -4.61886918 -3.43358984 -5.15454295
-4.35564043 -4.39086765 -3.50813551 -4.19118142 -4.46667006 -5.22438908
-4.57182083 -5.32809323 -5.11163541 -5.36053792 -4.80225613 -5.27082084]
hidden Outputs: [ 0.0198284 0.02209861 0.00833593 0.00783337 0.00418217 0.00398056
0.01766897 0.03076273 0.01041299 0.01534371 0.01680095 0.01370205
0.00766429 0.00779282 0.00332481 0.0097676 0.03126203 0.00573998
0.01267159 0.01223834 0.02908164 0.01490294 0.01135508 0.00535482
0.01023331 0.00482987 0.00599012 0.00467641 0.00814433 0.00511311]
final inputs: [-0.28766473 -0.01497465 0.09238437 0.35045604 0.02406329 0.20324591
-0.00902572 -0.16898066 -0.25163485 0.27360737]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
0.09557998 -0.43448802 -0.36300499 0.90821514]
[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
-0.07458632 -0.31600371 -0.48526374 0.29902839]
[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
-0.18609254 -0.58430972 -0.73556355 0.59595822]
[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
-0.21052095 -0.70217295 -1.00543494 0.82866565]
[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
-0.01721507 -0.4102682 -0.73620967 0.95534378]
[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
-0.07314717 -0.37880399 -0.69114958 0.84054898]
[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
[-1.05852987 -0.6085254 0.20020837 0.87559135 -0.11688229 0.4147075
-0.23283083 -0.80942181 -0.85116574 0.47176954]
[-0.48824204 0.13008119 0.12325194 1.07547648 -0.27864839 0.58961635
-0.18828987 -0.23787427 -0.63986934 0.74324529]
[-0.83841469 0.27982149 0.37712815 0.81295435 0.33822712 0.85376512
0.08082537 -0.3139241 -0.48454412 0.82356776]
[-1.06210092 -0.11887932 0.03284941 0.78855475 -0.24144084 0.14271572
-0.22217069 -0.59893037 -0.74895817 1.03329637]
[-0.6940251 -0.06505703 0.58964173 1.00104637 0.59708446 0.88420002
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[-0.79349256 -0.27815562 0.38804886 1.39965642 0.22862852 0.84456859
-0.01098408 -0.61341892 -0.8558783 0.80603921]
[-1.04047251 0.11216474 0.52528453 1.51504631 -0.00785147 0.71952847
-0.22596446 -0.64289489 -0.6029838 0.86676906]
[-0.90042793 0.15270122 0.44626812 0.82277884 0.04714627 0.42537078
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[-0.77810394 -0.18098277 -0.01338199 0.74648365 -0.14004628 0.43520471
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[-0.82975147 -0.27123434 0.36871602 1.25594853 0.06843232 0.89400512
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[-0.74769215 0.00598269 0.38367715 1.0063716 0.19883302 0.67126262
0.08709398 -0.13822332 -0.7605229 0.990699 ]
[-0.84272332 -0.20019904 0.0352235 1.06448557 0.11833124 0.67548873
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[-0.32647254 0.2011883 0.36996898 1.26370002 0.60660961 0.47651934
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[-0.74034117 -0.1160858 0.06597336 1.15050766 0.39572662 0.54425009
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[-0.96684055 -0.19248177 0.40587575 1.35642106 -0.01031629 0.41752986
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[-1.07643877 0.07539353 0.17237227 0.85744299 0.07593098 0.60055273
-0.33024029 -0.63040397 -0.88767754 0.50407298]
[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
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[-0.59828764 -0.05337405 0.55138989 0.9743857 -0.03651265 0.64012027
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[-0.83706724 -0.25337569 0.36014583 1.25326014 0.03291136 0.59234752
-0.066262 -0.87385772 -0.69494361 0.58216247]
[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
-0.30587228 -0.55119562 -0.75818373 0.59546742]
[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [ 0.94116537 0.66847529 0.56111627 0.3030446 0.62943736 0.45025474
0.66252636 0.8224813 0.90513549 0.37989327]
[-0.07521204 -0.00451353 0.02434883 0.09010054 0.0043479 0.05111976
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X: [ 1. 0. 0.63884145 0.32535746 -0.82146002 0. 1.
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0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
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[[ -1.21632936e+00 -1.67866631e-01 -1.42556283e-03 ..., -4.42877105e-01
-6.19647867e-01 -6.69062367e-01]
[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
-3.25941020e-01 -6.79400227e-01]
[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
-6.78224358e-01 -6.54017012e-01]
[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
-2.95164919e-01 -6.68816128e-01]
[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
-5.71733612e-01 -4.97665174e-01]]
hidden inputs: [-5.06285178 -5.1266146 -6.30779377 -6.61384843 -7.05544554 -6.80552677
-5.29264293 -4.74598969 -5.71326045 -5.76338466 -5.69106536 -5.35775614
-6.15133963 -6.99342214 -6.63427967 -5.93158891 -4.50494946 -6.88557126
-5.99887645 -6.11203727 -4.67919805 -5.39413024 -6.23505689 -6.57208959
-6.36301388 -6.86143059 -6.34660049 -7.04197352 -6.53241289 -6.33760728]
hidden Outputs: [ 0.0062877 0.00590159 0.00181873 0.00133986 0.00086195 0.00110641
0.00500329 0.00861166 0.00329102 0.00313063 0.00336464 0.00468937
0.0021261 0.00091706 0.0013128 0.00264723 0.01093329 0.00102139
0.0024754 0.00221113 0.00920101 0.00452262 0.00195569 0.00139692
0.00172119 0.00104632 0.00174963 0.00087364 0.00145337 0.00176541]
final inputs: [-0.07521204 -0.00451353 0.02434883 0.09010054 0.0043479 0.05111976
-0.00213094 -0.04462557 -0.06445532 0.07200441]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
0.09557998 -0.43448802 -0.36300499 0.90821514]
[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
-0.07458632 -0.31600371 -0.48526374 0.29902839]
[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
-0.18609254 -0.58430972 -0.73556355 0.59595822]
[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
-0.21052095 -0.70217295 -1.00543494 0.82866565]
[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
-0.01721507 -0.4102682 -0.73620967 0.95534378]
[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
-0.07314717 -0.37880399 -0.69114958 0.84054898]
[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
[-1.05852987 -0.6085254 0.20020837 0.87559135 -0.11688229 0.4147075
-0.23283083 -0.80942181 -0.85116574 0.47176954]
[-0.48824204 0.13008119 0.12325194 1.07547648 -0.27864839 0.58961635
-0.18828987 -0.23787427 -0.63986934 0.74324529]
[-0.83841469 0.27982149 0.37712815 0.81295435 0.33822712 0.85376512
0.08082537 -0.3139241 -0.48454412 0.82356776]
[-1.06210092 -0.11887932 0.03284941 0.78855475 -0.24144084 0.14271572
-0.22217069 -0.59893037 -0.74895817 1.03329637]
[-0.6940251 -0.06505703 0.58964173 1.00104637 0.59708446 0.88420002
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[-0.79349256 -0.27815562 0.38804886 1.39965642 0.22862852 0.84456859
-0.01098408 -0.61341892 -0.8558783 0.80603921]
[-1.04047251 0.11216474 0.52528453 1.51504631 -0.00785147 0.71952847
-0.22596446 -0.64289489 -0.6029838 0.86676906]
[-0.90042793 0.15270122 0.44626812 0.82277884 0.04714627 0.42537078
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[-0.77810394 -0.18098277 -0.01338199 0.74648365 -0.14004628 0.43520471
-0.16964968 -0.41926579 -0.75001958 0.77579209]
[-0.82975147 -0.27123434 0.36871602 1.25594853 0.06843232 0.89400512
0.33677126 -0.46897815 -1.05727026 0.85812478]
[-0.74769215 0.00598269 0.38367715 1.0063716 0.19883302 0.67126262
0.08709398 -0.13822332 -0.7605229 0.990699 ]
[-0.84272332 -0.20019904 0.0352235 1.06448557 0.11833124 0.67548873
-0.11498809 -0.41496632 -0.79929115 0.86061907]
[-0.83458472 -0.1724654 0.56028451 0.78657233 0.04467609 0.37445175
0.2685258 -0.54342074 -0.4453103 0.56400373]
[-0.32647254 0.2011883 0.36996898 1.26370002 0.60660961 0.47651934
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[-0.74034117 -0.1160858 0.06597336 1.15050766 0.39572662 0.54425009
0.13855317 -0.50001866 -0.94554934 0.7404614 ]
[-0.96684055 -0.19248177 0.40587575 1.35642106 -0.01031629 0.41752986
-0.32079368 -0.10841212 -0.89300928 0.82763153]
[-1.07643877 0.07539353 0.17237227 0.85744299 0.07593098 0.60055273
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[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
0.07873709 -0.55748178 -1.12092377 0.88692825]
[-0.59828764 -0.05337405 0.55138989 0.9743857 -0.03651265 0.64012027
0.43516882 -0.78453252 -1.01683696 0.96057557]
[-0.83706724 -0.25337569 0.36014583 1.25326014 0.03291136 0.59234752
-0.066262 -0.87385772 -0.69494361 0.58216247]
[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
-0.30587228 -0.55119562 -0.75818373 0.59546742]
[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
0.0265237 -0.48979289 -0.56406159 0.78308557]]
oet: [ 0.35933792 0.28863942 0.25977706 0.19402535 0.27977799 0.23300612
0.28625682 0.32875146 0.34858121 0.21212148]
[-0.29100196 -0.01305363 0.09833711 0.35726012 0.03160543 0.20441402
-0.00887704 -0.16850073 -0.25503499 0.27479041]
X: [ 1. 0. 1.05430474 0.84368061 -0.45608552 0. 0.
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0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0. ]
[[ -1.21632936e+00 -1.67866631e-01 -1.42556283e-03 ..., -4.42877105e-01
-6.19647867e-01 -6.69062367e-01]
[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
-3.25941020e-01 -6.79400227e-01]
[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
-5.54053053e-01 -6.79725443e-01]
...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
-6.78224358e-01 -6.54017012e-01]
[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
-2.95164919e-01 -6.68816128e-01]
[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
-5.71733612e-01 -4.97665174e-01]]
hidden inputs: [-4.15334887 -4.15426955 -4.29716305 -5.03296611 -5.07577811 -4.67134924
-4.12317171 -3.76758074 -4.58413754 -4.24078787 -4.37421868 -4.62005005
-4.68393825 -5.38040968 -5.10256747 -4.26771706 -3.88146761 -4.77187295
-4.2569707 -4.20247386 -3.57264085 -3.97347533 -4.29644588 -4.90477002
-4.5992795 -5.34501502 -4.71501022 -5.35660719 -4.50276457 -4.70945745]
hidden Outputs: [ 0.01546867 0.01545466 0.01342444 0.00647722 0.00620745 0.00927284
0.01593504 0.02258599 0.01010931 0.01419193 0.01244125 0.00975618
0.0091579 0.00458482 0.00604436 0.01382007 0.02020392 0.00839347
0.0139673 0.01473807 0.02731456 0.01846075 0.01343394 0.00735663
0.0099589 0.00474922 0.00888021 0.00469474 0.01095694 0.00892922]
final inputs: [-0.29100196 -0.01305363 0.09833711 0.35726012 0.03160543 0.20441402
-0.00887704 -0.16850073 -0.25503499 0.27479041]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
0.09557998 -0.43448802 -0.36300499 0.90821514]
[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
-0.07458632 -0.31600371 -0.48526374 0.29902839]
[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
-0.18609254 -0.58430972 -0.73556355 0.59595822]
[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
-0.21052095 -0.70217295 -1.00543494 0.82866565]
[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
-0.01721507 -0.4102682 -0.73620967 0.95534378]
[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
-0.07314717 -0.37880399 -0.69114958 0.84054898]
[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
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[-0.83841469 0.27982149 0.37712815 0.81295435 0.33822712 0.85376512
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[-1.06210092 -0.11887932 0.03284941 0.78855475 -0.24144084 0.14271572
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oet: [ 1.30285124 1.02490292 0.91351217 0.65458917 0.98024386 0.80743526
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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hidden inputs: [-3.77550883 -3.9971154 -4.14480146 -4.75201452 -5.17762009 -4.67720725
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-4.6299792 -4.81722203 -4.65434152 -5.04499377 -4.44333426 -4.21976079]
hidden Outputs: [ 0.02241163 0.01803723 0.01559938 0.00856037 0.00560977 0.00921918
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final inputs: [-0.36858672 -0.01812569 0.12151311 0.45490564 0.0306943 0.26147089
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-2.56041539 -2.9447305 -3.02122062 -3.3078841 -3.79013667 -3.52074992
-2.7590433 -2.12425673 -3.35790682 -2.64265443 -2.86820996 -3.03392878
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-3.68174251 -3.6371976 -3.46376696 -3.56456768 -3.67489086 -3.41042579]
hidden Outputs: [ 0.07172988 0.04998615 0.04647635 0.03530171 0.02209337 0.02872756
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final inputs: [-1.06733025 -0.04579954 0.37532593 1.34256057 0.10351379 0.7696104
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[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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...,
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-5.12015053 -4.92677445 -5.29893866 -6.14890902 -6.16428742 -6.67236733
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-5.43164254 -6.25734787 -5.67842304 -6.42011755 -5.91747357 -6.14820557]
hidden Outputs: [ 0.00593963 0.00719767 0.00497205 0.00213126 0.0020988 0.0012638
0.00500052 0.01049086 0.00560783 0.0069926 0.00624357 0.00758296
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0.00435684 0.00191266 0.0034073 0.00162582 0.00268477 0.00213276]
final inputs: [-0.11845183 -0.00767615 0.03524755 0.14013186 0.00637175 0.08028225
-0.00672302 -0.06965985 -0.1042781 0.11263269]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
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[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
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[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
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[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
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[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
-0.07314717 -0.37880399 -0.69114958 0.84054898]
[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
[-1.05852987 -0.6085254 0.20020837 0.87559135 -0.11688229 0.4147075
-0.23283083 -0.80942181 -0.85116574 0.47176954]
[-0.48824204 0.13008119 0.12325194 1.07547648 -0.27864839 0.58961635
-0.18828987 -0.23787427 -0.63986934 0.74324529]
[-0.83841469 0.27982149 0.37712815 0.81295435 0.33822712 0.85376512
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[-0.79349256 -0.27815562 0.38804886 1.39965642 0.22862852 0.84456859
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[-1.04047251 0.11216474 0.52528453 1.51504631 -0.00785147 0.71952847
-0.22596446 -0.64289489 -0.6029838 0.86676906]
[-0.90042793 0.15270122 0.44626812 0.82277884 0.04714627 0.42537078
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[-0.74769215 0.00598269 0.38367715 1.0063716 0.19883302 0.67126262
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[-0.84272332 -0.20019904 0.0352235 1.06448557 0.11833124 0.67548873
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[-0.83458472 -0.1724654 0.56028451 0.78657233 0.04467609 0.37445175
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[-0.32647254 0.2011883 0.36996898 1.26370002 0.60660961 0.47651934
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[-0.74034117 -0.1160858 0.06597336 1.15050766 0.39572662 0.54425009
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[-0.96684055 -0.19248177 0.40587575 1.35642106 -0.01031629 0.41752986
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[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
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[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
-0.30587228 -0.55119562 -0.75818373 0.59546742]
[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [ 0.8932397 0.78246403 0.73954032 0.63465601 0.76841613 0.69450562
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[-0.43618425 -0.02278138 0.14709394 0.53181629 0.04692563 0.30978888
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X: [ 0. 0. 1.05430474 -0.45212727 0.03189788 0. 0.
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0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0. ]
[[ -1.21632936e+00 -1.67866631e-01 -1.42556283e-03 ..., -4.42877105e-01
-6.19647867e-01 -6.69062367e-01]
[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-3.99601463 -3.10783465 -3.98410821 -4.59200493 -4.53354076 -5.05692159
-3.80919516 -3.46078635 -3.91466472 -3.72563689 -3.96790761 -3.86966482
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-4.2925854 -5.12531354 -4.39322391 -4.81649983 -3.9328588 -4.36455326]
hidden Outputs: [ 0.01805674 0.04278524 0.01826906 0.01003088 0.0106284 0.00632487
0.02168533 0.03044881 0.01955712 0.02353071 0.0185619 0.0204389
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0.02939898 0.01572521 0.03981348 0.02577222 0.02337278 0.00769269
0.0134852 0.00590923 0.01220989 0.00803007 0.01921129 0.01256056]
final inputs: [-0.43618425 -0.02278138 0.14709394 0.53181629 0.04692563 0.30978888
-0.01506617 -0.25026771 -0.37882066 0.40257544]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
-0.18609254 -0.58430972 -0.73556355 0.59595822]
[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
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[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
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[-0.48824204 0.13008119 0.12325194 1.07547648 -0.27864839 0.58961635
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[-0.83841469 0.27982149 0.37712815 0.81295435 0.33822712 0.85376512
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[-1.06210092 -0.11887932 0.03284941 0.78855475 -0.24144084 0.14271572
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[-0.79349256 -0.27815562 0.38804886 1.39965642 0.22862852 0.84456859
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0.08709398 -0.13822332 -0.7605229 0.990699 ]
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0.13855317 -0.50001866 -0.94554934 0.7404614 ]
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[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
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[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [ 0.75338847 0.3399856 0.17011028 -0.21461207 0.27027859 0.00741534
0.33227039 0.56747194 0.69602488 -0.08537122]
[-0.64427914 -0.03955191 0.20220965 0.75901402 0.05880308 0.43790392
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X: [ 0. 0. -0.9191459 -1.229612 1.86203995 0. 0.
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0. 0. 1. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0. ]
[[ -1.21632936e+00 -1.67866631e-01 -1.42556283e-03 ..., -4.42877105e-01
-6.19647867e-01 -6.69062367e-01]
[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-3.2632516 -3.21077579 -3.52095701 -4.04688702 -4.42711909 -4.30176475
-3.15936728 -2.96552278 -3.50446077 -4.17867727 -3.07174532 -3.34164861
-4.019958 -4.36104707 -4.70114215 -3.80044051 -2.83183162 -4.12460636
-3.6468051 -3.89191843 -2.87881529 -3.74209515 -3.47027974 -3.69206606
-3.63271296 -4.33585793 -4.12647233 -4.06010129 -3.73188062 -4.61917761]
hidden Outputs: [ 0.03685362 0.03876222 0.02872179 0.01717651 0.01180777 0.01336363
0.04072376 0.04900797 0.02918557 0.01508763 0.0442879 0.03416971
0.01763707 0.01260412 0.0090031 0.02187184 0.0556281 0.01591255
0.02541171 0.01999808 0.05321079 0.0231555 0.0301698 0.02431453
0.02576306 0.01292149 0.01588336 0.01695485 0.02338767 0.00976461]
final inputs: [-0.64427914 -0.03955191 0.20220965 0.75901402 0.05880308 0.43790392
-0.02553177 -0.37126759 -0.55325894 0.58624599]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
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[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
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[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
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[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
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[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [ 0.67480445 0.07007722 -0.17168434 -0.72848871 -0.02827777 -0.40737861
0.05605708 0.4017929 0.58378425 -0.55572068]
[-0.16988241 -0.00857888 0.0559556 0.20572428 0.01395017 0.11752412
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-4.38838565 -4.79055747 -5.14373246 -5.63462635 -5.78110189 -5.23257038
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-4.87480252 -5.80874985 -5.38709928 -6.07000309 -5.4363277 -5.07146956]
hidden Outputs: [ 0.01226838 0.00823937 0.00580201 0.0035593 0.00307582 0.00531142
0.01195838 0.0129641 0.00479386 0.00661188 0.00653198 0.00681989
0.00389422 0.00412797 0.00327423 0.00678456 0.01898817 0.00424333
0.00668343 0.00705691 0.01709297 0.0110426 0.00442354 0.00455981
0.00757873 0.0029922 0.00455439 0.00230584 0.00433656 0.00623409]
final inputs: [-0.16988241 -0.00857888 0.0559556 0.20572428 0.01395017 0.11752412
-0.0064976 -0.09795971 -0.14670086 0.16088524]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
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[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
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[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
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[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
[-1.05852987 -0.6085254 0.20020837 0.87559135 -0.11688229 0.4147075
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[-0.48824204 0.13008119 0.12325194 1.07547648 -0.27864839 0.58961635
-0.18828987 -0.23787427 -0.63986934 0.74324529]
[-0.83841469 0.27982149 0.37712815 0.81295435 0.33822712 0.85376512
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[-0.79349256 -0.27815562 0.38804886 1.39965642 0.22862852 0.84456859
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[-1.07643877 0.07539353 0.17237227 0.85744299 0.07593098 0.60055273
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[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
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oet: [ 1.04941835 0.88811482 0.82358034 0.67381166 0.86558577 0.76201182
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[-0.31990619 -0.0173498 0.10087062 0.38061728 0.02660045 0.22037269
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X: [ 0. 0. 0.11951233 -0.5557919 0.76428167 0. 1.
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1. 0. 0. 0. 0. 0. 0.
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[[ -1.21632936e+00 -1.67866631e-01 -1.42556283e-03 ..., -4.42877105e-01
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-4.12741264 -3.756491 -4.60863723 -4.97362792 -4.92004495 -5.05004498
-3.54610789 -3.88065788 -4.26416556 -4.27546543 -3.9067037 -4.06295197
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-4.28144173 -5.23183053 -4.65484704 -4.68974776 -4.68143863 -4.63095006]
hidden Outputs: [ 0.01586867 0.0228321 0.00986706 0.00687047 0.00724592 0.00636823
0.02802841 0.02021996 0.01386856 0.01371486 0.01971036 0.0169074
0.00691591 0.00891226 0.00395043 0.0111288 0.02619421 0.0072654
0.01435977 0.01049756 0.02158216 0.01235541 0.01416147 0.00881094
0.01363426 0.00531533 0.00942568 0.00910533 0.00918061 0.00965144]
final inputs: [-0.31990619 -0.0173498 0.10087062 0.38061728 0.02660045 0.22037269
-0.01410379 -0.18157702 -0.27394386 0.29215735]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
-0.07458632 -0.31600371 -0.48526374 0.29902839]
[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
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[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
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[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
-0.01721507 -0.4102682 -0.73620967 0.95534378]
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-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
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[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
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[-0.48824204 0.13008119 0.12325194 1.07547648 -0.27864839 0.58961635
-0.18828987 -0.23787427 -0.63986934 0.74324529]
[-0.83841469 0.27982149 0.37712815 0.81295435 0.33822712 0.85376512
0.08082537 -0.3139241 -0.48454412 0.82356776]
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[-0.79349256 -0.27815562 0.38804886 1.39965642 0.22862852 0.84456859
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[-1.04047251 0.11216474 0.52528453 1.51504631 -0.00785147 0.71952847
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0.08709398 -0.13822332 -0.7605229 0.990699 ]
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0.13855317 -0.50001866 -0.94554934 0.7404614 ]
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[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
0.07873709 -0.55748178 -1.12092377 0.88692825]
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[-0.83706724 -0.25337569 0.36014583 1.25326014 0.03291136 0.59234752
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[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [ 1.16636379 0.8638074 0.74558699 0.46584032 0.81985716 0.62608491
0.86056139 1.02803462 1.12040146 0.55430026]
[-0.50811639 -0.03823169 0.14864216 0.59105337 0.03127248 0.33461467
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X: [ 0. 0. -1.95780412 -1.07411506 1.37405656 1. 0.
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0. 0. 0. 0. 1. 0. 0. ]
[[ -1.21632936e+00 -1.67866631e-01 -1.42556283e-03 ..., -4.42877105e-01
-6.19647867e-01 -6.69062367e-01]
[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
-3.25941020e-01 -6.79400227e-01]
[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-3.31610344 -3.73253395 -3.60696861 -4.62818316 -4.7230296 -4.29521577
-3.52150428 -3.50431165 -3.58012221 -4.30797578 -4.132083 -3.18927633
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-3.26328568 -4.29791094 -4.2899661 -4.34910224 -4.1296931 -4.31080112]
hidden Outputs: [ 0.03502286 0.02337276 0.02641717 0.00967792 0.00880991 0.01345025
0.02870652 0.0291898 0.02711649 0.01328198 0.0157959 0.03957127
0.00762571 0.02250568 0.00720584 0.01820156 0.04095938 0.01154177
0.01394136 0.012471 0.02555707 0.01872793 0.02013105 0.01943002
0.03685241 0.01341454 0.01352009 0.01275365 0.0158331 0.01324501]
final inputs: [-0.50811639 -0.03823169 0.14864216 0.59105337 0.03127248 0.33461467
-0.03724158 -0.29655699 -0.43731453 0.45272421]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
0.09557998 -0.43448802 -0.36300499 0.90821514]
[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
-0.07458632 -0.31600371 -0.48526374 0.29902839]
[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
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[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
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[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
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[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
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[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
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hidden inputs: [-4.12594355 -4.17736893 -4.40655414 -4.87321988 -5.33226104 -5.38082382
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-4.28023651 -5.87090873 -4.76452854 -5.04798712 -4.61804837 -4.76210084]
hidden Outputs: [ 0.01589163 0.01510709 0.01205016 0.00759064 0.00480988 0.00458293
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final inputs: [-0.30152548 -0.02285907 0.09513718 0.36050082 0.02380011 0.2031241
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-3.73959664 -3.50692235 -4.1877392 -4.91311847 -4.63626423 -4.88440683
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-4.38912986 -5.02910249 -4.51938533 -4.48656091 -4.43331654 -4.44373028]
hidden Outputs: [ 0.02321208 0.02911591 0.01495356 0.00729591 0.00960078 0.00750683
0.024382 0.03164726 0.01865855 0.02194688 0.01801143 0.02450189
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0.01225937 0.00650213 0.01077828 0.01113394 0.01173568 0.01161551]
final inputs: [-0.38961372 -0.02063176 0.12940385 0.473887 0.03382445 0.27319093
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[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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0.09634764 -0.55025852 -0.72831653 0.705571 ]
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0.13855317 -0.50001866 -0.94554934 0.7404614 ]
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[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [ 2.01892528 1.64994332 1.49990771 1.15542456 1.59548712 1.35612063
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-2.74744745 -2.70426315 -2.9343058 -3.47087902 -3.31502507 -3.20847989
-2.89165946 -2.28583478 -2.69024215 -2.50125712 -2.74221312 -3.25135264
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-3.23854698 -3.85581912 -2.90466601 -3.00436202 -2.77751571 -3.43155281]
hidden Outputs: [ 0.06023097 0.06272227 0.05048353 0.03015227 0.03505932 0.03884785
0.05256741 0.09230293 0.06355161 0.0757701 0.06052793 0.03727831
0.02889067 0.04189534 0.02155398 0.05160371 0.07061919 0.05986354
0.06061364 0.05371484 0.11822393 0.08335669 0.06337583 0.03735864
0.03774062 0.02071795 0.05192339 0.0472292 0.05855135 0.03132378]
final inputs: [-1.29526312 -0.08345569 0.45134012 1.62910546 0.14385064 0.92994733
-0.0323099 -0.77292311 -1.16222934 1.22136927]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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hidden inputs: [-2.7539185 -3.33122426 -2.84566549 -3.34065851 -3.45535171 -3.10384815
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hidden Outputs: [ 0.05986573 0.03451541 0.05490581 0.0342024 0.03060966 0.0429488
0.06409685 0.05418147 0.05325765 0.03137523 0.03244448 0.05974328
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final inputs: [-1.17338286 -0.07987161 0.37355828 1.40038145 0.1032371 0.79741133
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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hidden inputs: [-3.84780069 -3.71282367 -4.34861975 -4.37827199 -4.2992004 -4.6775871
-4.12933976 -3.91102097 -4.17061569 -4.08261664 -3.70583752 -3.45652909
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-4.20074837 -4.78149514 -4.66357462 -4.61553119 -3.85971756 -4.2622677 ]
hidden Outputs: [ 0.02088126 0.02382692 0.01275972 0.01239154 0.01339748 0.00921571
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final inputs: [-0.39797627 -0.02473563 0.11795897 0.46835534 0.03155383 0.27145227
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[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-4.56019401 -4.67307541 -5.22213527 -6.15441256 -5.92198233 -6.29763686
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-5.10840686 -6.25869029 -5.70838898 -5.79520789 -5.70626015 -5.74190911]
hidden Outputs: [ 0.01035175 0.009257 0.00536684 0.00211959 0.00267272 0.00183727
0.01306323 0.01643955 0.00513639 0.00738121 0.00918014 0.00642187
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0.00869378 0.00488315 0.01433784 0.00798234 0.0060425 0.00370364
0.00600938 0.0019101 0.00330704 0.00303287 0.00331407 0.00319837]
final inputs: [-0.15174445 -0.00565319 0.04948734 0.184703 0.01321454 0.10540004
-0.0036462 -0.08739044 -0.13186334 0.14574325]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
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[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
-0.07314717 -0.37880399 -0.69114958 0.84054898]
[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
[-1.05852987 -0.6085254 0.20020837 0.87559135 -0.11688229 0.4147075
-0.23283083 -0.80942181 -0.85116574 0.47176954]
[-0.48824204 0.13008119 0.12325194 1.07547648 -0.27864839 0.58961635
-0.18828987 -0.23787427 -0.63986934 0.74324529]
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [ 3.35779004 3.21169878 3.15655826 3.02134259 3.19283105 3.10064555
3.20969179 3.29343603 3.33790893 3.06030234]
[-0.14978361 -0.01368158 0.04190323 0.17038758 0.00481897 0.09643102
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X: [ 1. 0. -1.43847501 -1.33327663 0.51988127 1. 0.
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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hidden inputs: [-4.85742308 -4.73297345 -5.08227122 -6.30894123 -5.7837087 -6.22307354
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-4.92320785 -6.23475506 -5.50590504 -6.03351615 -5.44072444 -5.72913703]
hidden Outputs: [ 0.00771057 0.0087235 0.00616752 0.00181665 0.00306784 0.00197922
0.00530921 0.00934537 0.01140918 0.0073165 0.00593279 0.01247478
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0.00363886 0.00383775 0.01191672 0.00622871 0.00418604 0.00274797
0.0072232 0.00195627 0.00404627 0.00239132 0.00431762 0.00323935]
final inputs: [-0.14978361 -0.01368158 0.04190323 0.17038758 0.00481897 0.09643102
-0.01122717 -0.08827922 -0.12858743 0.13564647]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
-0.18609254 -0.58430972 -0.73556355 0.59595822]
[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
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[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
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0.08082537 -0.3139241 -0.48454412 0.82356776]
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0.13855317 -0.50001866 -0.94554934 0.7404614 ]
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[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
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[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [ 0.01491724 -0.12118479 -0.17676961 -0.30525395 -0.13968534 -0.23129739
-0.1236392 -0.04658716 -0.00627894 -0.27051284]
[-0.39013729 -0.02943099 0.12228859 0.4547461 0.02928545 0.2633288
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X: [ 0. 0. -0.71141425 0.16986051 -1.55384381 1. 0.
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[[ -1.21632936e+00 -1.67866631e-01 -1.42556283e-03 ..., -4.42877105e-01
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
-5.54053053e-01 -6.79725443e-01]
...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-3.90238884 -3.75852772 -4.15828333 -4.28320943 -4.80006541 -4.8075864
-3.84800778 -4.03833056 -4.00996282 -4.17688702 -4.42488751 -3.63676889
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-3.39226967 -4.88272226 -4.07400743 -4.54048702 -4.54930954 -4.64569778]
hidden Outputs: [ 0.0197939 0.0227867 0.0153937 0.0136105 0.00816204 0.00810138
0.02087703 0.01732155 0.01781108 0.01511426 0.01183384 0.02566145
0.00849849 0.01376115 0.00501366 0.01400331 0.02943315 0.00811403
0.01258866 0.01178543 0.03354218 0.01256593 0.02067138 0.00731969
0.03253793 0.00751939 0.01672462 0.0105556 0.01046385 0.00951149]
final inputs: [-0.39013729 -0.02943099 0.12228859 0.4547461 0.02928545 0.2633288
-0.01941678 -0.23274391 -0.33815818 0.34639303]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
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[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
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oet: [-0.48347859 -0.84418489 -0.99590447 -1.32836198 -0.90290134 -1.13694469
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-3.22821428 -3.34730923 -3.56155855 -3.78385637 -4.426712 -3.35087583
-3.2443631 -3.11971922 -3.48918809 -3.47300722 -3.47918169 -3.61124015
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-3.56812164 -4.19079442 -3.83129813 -3.41993778 -3.67311543 -3.40942605]
hidden Outputs: [ 0.03811767 0.03398339 0.02761055 0.02222946 0.01181253 0.0338665
0.03752997 0.04230115 0.02962143 0.03009009 0.02991041 0.02630753
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0.02743489 0.01490863 0.02122134 0.03167814 0.02476818 0.03200217]
final inputs: [-0.75235601 -0.05193222 0.25707866 0.91418368 0.07467772 0.52652624
-0.02340179 -0.43688703 -0.6521695 0.68320553]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
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-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
-0.07314717 -0.37880399 -0.69114958 0.84054898]
[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
[-1.05852987 -0.6085254 0.20020837 0.87559135 -0.11688229 0.4147075
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[-0.48824204 0.13008119 0.12325194 1.07547648 -0.27864839 0.58961635
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[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
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oet: [-0.25357321 -0.95399701 -1.26300789 -1.9201129 -1.08060694 -1.53245547
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[-0.13418413 -0.01048349 0.03759431 0.1530324 0.00359969 0.08834326
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X: [ 1. 0. -1.64620666 -1.74793515 0.27629827 1. 0.
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-4.5108993 -4.75112157 -5.3462526 -6.1031804 -5.86351443 -6.52731323
-4.96653073 -4.74811516 -4.99012794 -5.04688787 -5.09881598 -4.4414241
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-5.06633305 -6.39905018 -5.99076191 -6.2329214 -5.50767878 -5.70297725]
hidden Outputs: [ 0.01086914 0.00856795 0.00474337 0.00223076 0.00283319 0.00146079
0.00691907 0.00859353 0.0067588 0.00638824 0.00606694 0.01164202
0.00199417 0.00218365 0.00143053 0.00429483 0.02164193 0.00252757
0.00513408 0.00433415 0.01130163 0.00347624 0.00403377 0.00242735
0.00626599 0.00166037 0.00249551 0.00195986 0.00403913 0.00332493]
final inputs: [-0.13418413 -0.01048349 0.03759431 0.1530324 0.00359969 0.08834326
-0.00856942 -0.07681963 -0.11266654 0.12262824]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
-0.18609254 -0.58430972 -0.73556355 0.59595822]
[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
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[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
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[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
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[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
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0.13855317 -0.50001866 -0.94554934 0.7404614 ]
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[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
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[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [-0.24876976 -0.3724704 -0.4205482 -0.53598629 -0.38655358 -0.47129715
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[-1.39778786 -0.08054589 0.46390187 1.72002847 0.14338507 0.9841274
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[[ -1.21632936e+00 -1.67866631e-01 -1.42556283e-03 ..., -4.42877105e-01
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
-5.71733612e-01 -4.97665174e-01]]
hidden inputs: [-2.54994812 -2.72242337 -2.71669235 -3.30333371 -3.68409555 -2.66176814
-2.52832406 -1.91099424 -2.76549322 -2.73660221 -2.6075235 -3.1350645
-3.05446265 -3.05324137 -3.73483778 -2.71543968 -2.49866207 -2.92306296
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-2.70280858 -3.46466499 -3.0440964 -2.70893176 -3.08756347 -3.43063472]
hidden Outputs: [ 0.07242997 0.0616631 0.06199553 0.035457 0.02450434 0.06526738
0.07389626 0.1288692 0.05921759 0.06084778 0.06865579 0.04168383
0.0450252 0.04507774 0.02332023 0.06206842 0.07595203 0.05102518
0.04350685 0.05614824 0.08292182 0.0654406 0.05837382 0.05274487
0.06280783 0.03033451 0.04547303 0.06244837 0.04362317 0.03135165]
final inputs: [-1.39778786 -0.08054589 0.46390187 1.72002847 0.14338507 0.9841274
-0.05285448 -0.83364673 -1.24754909 1.29286279]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
0.09557998 -0.43448802 -0.36300499 0.90821514]
[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
-0.07458632 -0.31600371 -0.48526374 0.29902839]
[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
-0.18609254 -0.58430972 -0.73556355 0.59595822]
[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
-0.21052095 -0.70217295 -1.00543494 0.82866565]
[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
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[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
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[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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hidden inputs: [-3.45097673 -3.2809605 -3.49401999 -3.50078277 -4.07446847 -3.3754998
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-3.34218083 -4.14282283 -3.79722565 -3.65683329 -3.64872888 -3.87006571]
hidden Outputs: [ 0.03073974 0.03623016 0.02948286 0.02928997 0.01671704 0.03306999
0.04480301 0.04841917 0.02909052 0.01908527 0.03865198 0.03018176
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final inputs: [-0.72456855 -0.04539996 0.22281412 0.86094461 0.06762558 0.50109899
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...,
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hidden inputs: [-5.03710047 -4.35109927 -5.56187657 -6.26296409 -5.90693094 -6.02332747
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-5.19393166 -6.12276493 -5.30182642 -5.71422005 -5.16019707 -5.85695767]
hidden Outputs: [ 0.00645067 0.01272853 0.00382686 0.00190196 0.00271314 0.00241575
0.00459747 0.01331993 0.01237346 0.01059972 0.00573198 0.00834112
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final inputs: [-0.14454301 -0.01078993 0.0477722 0.17222621 0.00954339 0.09797283
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[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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hidden inputs: [-4.50613624 -3.67334317 -5.16081739 -4.72652731 -5.14497608 -5.65325633
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-5.17150143 -5.75278375 -4.74326601 -5.30208698 -4.53204605 -4.84991839]
hidden Outputs: [ 0.01092046 0.02476268 0.00570428 0.00877942 0.00579484 0.00349383
0.01256786 0.01714252 0.01339336 0.01597453 0.01470189 0.01715143
0.00323799 0.00611304 0.00313985 0.00594638 0.02683507 0.00643199
0.01259527 0.00631746 0.03970588 0.01348476 0.01137929 0.00482609
0.005644 0.00316389 0.00863494 0.0049565 0.01064412 0.0077682 ]
final inputs: [-0.26979421 -0.01965094 0.09197118 0.32173078 0.02061002 0.18521673
-0.00690551 -0.15726706 -0.22940638 0.24544275]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
0.09557998 -0.43448802 -0.36300499 0.90821514]
[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
-0.07458632 -0.31600371 -0.48526374 0.29902839]
[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
-0.18609254 -0.58430972 -0.73556355 0.59595822]
[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
-0.21052095 -0.70217295 -1.00543494 0.82866565]
[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
-0.01721507 -0.4102682 -0.73620967 0.95534378]
[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
-0.07314717 -0.37880399 -0.69114958 0.84054898]
[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
[-1.05852987 -0.6085254 0.20020837 0.87559135 -0.11688229 0.4147075
-0.23283083 -0.80942181 -0.85116574 0.47176954]
[-0.48824204 0.13008119 0.12325194 1.07547648 -0.27864839 0.58961635
-0.18828987 -0.23787427 -0.63986934 0.74324529]
[-0.83841469 0.27982149 0.37712815 0.81295435 0.33822712 0.85376512
0.08082537 -0.3139241 -0.48454412 0.82356776]
[-1.06210092 -0.11887932 0.03284941 0.78855475 -0.24144084 0.14271572
-0.22217069 -0.59893037 -0.74895817 1.03329637]
[-0.6940251 -0.06505703 0.58964173 1.00104637 0.59708446 0.88420002
0.4108825 -0.57747549 -0.80759801 1.06345913]
[-0.79349256 -0.27815562 0.38804886 1.39965642 0.22862852 0.84456859
-0.01098408 -0.61341892 -0.8558783 0.80603921]
[-1.04047251 0.11216474 0.52528453 1.51504631 -0.00785147 0.71952847
-0.22596446 -0.64289489 -0.6029838 0.86676906]
[-0.90042793 0.15270122 0.44626812 0.82277884 0.04714627 0.42537078
-0.15924918 -0.37747254 -0.57991164 0.89997678]
[-0.77810394 -0.18098277 -0.01338199 0.74648365 -0.14004628 0.43520471
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[-0.82975147 -0.27123434 0.36871602 1.25594853 0.06843232 0.89400512
0.33677126 -0.46897815 -1.05727026 0.85812478]
[-0.74769215 0.00598269 0.38367715 1.0063716 0.19883302 0.67126262
0.08709398 -0.13822332 -0.7605229 0.990699 ]
[-0.84272332 -0.20019904 0.0352235 1.06448557 0.11833124 0.67548873
-0.11498809 -0.41496632 -0.79929115 0.86061907]
[-0.83458472 -0.1724654 0.56028451 0.78657233 0.04467609 0.37445175
0.2685258 -0.54342074 -0.4453103 0.56400373]
[-0.32647254 0.2011883 0.36996898 1.26370002 0.60660961 0.47651934
-0.12412306 -0.34702683 -0.67678241 1.02790869]
[-0.74034117 -0.1160858 0.06597336 1.15050766 0.39572662 0.54425009
0.13855317 -0.50001866 -0.94554934 0.7404614 ]
[-0.96684055 -0.19248177 0.40587575 1.35642106 -0.01031629 0.41752986
-0.32079368 -0.10841212 -0.89300928 0.82763153]
[-1.07643877 0.07539353 0.17237227 0.85744299 0.07593098 0.60055273
-0.33024029 -0.63040397 -0.88767754 0.50407298]
[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
0.07873709 -0.55748178 -1.12092377 0.88692825]
[-0.59828764 -0.05337405 0.55138989 0.9743857 -0.03651265 0.64012027
0.43516882 -0.78453252 -1.01683696 0.96057557]
[-0.83706724 -0.25337569 0.36014583 1.25326014 0.03291136 0.59234752
-0.066262 -0.87385772 -0.69494361 0.58216247]
[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
-0.30587228 -0.55119562 -0.75818373 0.59546742]
[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
0.0265237 -0.48979289 -0.56406159 0.78308557]]
oet: [ 0.11838867 -0.1317546 -0.24337673 -0.47313632 -0.17201556 -0.33662227
-0.14450003 0.00586151 0.07800084 -0.39684829]
[-0.1088267 -0.00541134 0.03371542 0.12918348 0.0078035 0.07287397
-0.00529372 -0.06405211 -0.09334983 0.10075778]
X: [ 1. 0. 0.74270727 0.7918483 -1.55384381 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 1. 0. 0. 0. 0. ]
[[ -1.21632936e+00 -1.67866631e-01 -1.42556283e-03 ..., -4.42877105e-01
-6.19647867e-01 -6.69062367e-01]
[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
-3.25941020e-01 -6.79400227e-01]
[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
-2.95164919e-01 -6.68816128e-01]
[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
-5.71733612e-01 -4.97665174e-01]]
hidden inputs: [-5.09944517 -5.0600114 -5.61787734 -5.77651435 -5.90392502 -6.37799506
-4.99537493 -4.45801774 -5.35584836 -5.27633554 -5.12735714 -4.9880418
-6.01070588 -6.17500703 -6.14972872 -5.60312166 -4.55969879 -6.481203
-5.96534798 -5.34922139 -4.46502683 -5.24777272 -5.86113028 -5.93265307
-5.27103791 -6.13500859 -6.07577912 -6.54704594 -5.62051258 -5.93833972]
hidden Outputs: [ 0.00606314 0.00630548 0.0036192 0.00308992 0.00272129 0.00169564
0.00672367 0.01145262 0.00469829 0.00508514 0.00589723 0.00677282
0.00244636 0.00207647 0.00212952 0.0036728 0.01035682 0.00152962
0.00255958 0.00472938 0.01137354 0.0052317 0.00283993 0.00264443
0.00511201 0.00216103 0.00229259 0.00143229 0.00360971 0.00262947]
final inputs: [-0.1088267 -0.00541134 0.03371542 0.12918348 0.0078035 0.07287397
-0.00529372 -0.06405211 -0.09334983 0.10075778]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
0.09557998 -0.43448802 -0.36300499 0.90821514]
[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
-0.07458632 -0.31600371 -0.48526374 0.29902839]
[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
-0.18609254 -0.58430972 -0.73556355 0.59595822]
[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
-0.21052095 -0.70217295 -1.00543494 0.82866565]
[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
-0.01721507 -0.4102682 -0.73620967 0.95534378]
[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
-0.07314717 -0.37880399 -0.69114958 0.84054898]
[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
[-1.05852987 -0.6085254 0.20020837 0.87559135 -0.11688229 0.4147075
-0.23283083 -0.80942181 -0.85116574 0.47176954]
[-0.48824204 0.13008119 0.12325194 1.07547648 -0.27864839 0.58961635
-0.18828987 -0.23787427 -0.63986934 0.74324529]
[-0.83841469 0.27982149 0.37712815 0.81295435 0.33822712 0.85376512
0.08082537 -0.3139241 -0.48454412 0.82356776]
[-1.06210092 -0.11887932 0.03284941 0.78855475 -0.24144084 0.14271572
-0.22217069 -0.59893037 -0.74895817 1.03329637]
[-0.6940251 -0.06505703 0.58964173 1.00104637 0.59708446 0.88420002
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[-0.79349256 -0.27815562 0.38804886 1.39965642 0.22862852 0.84456859
-0.01098408 -0.61341892 -0.8558783 0.80603921]
[-1.04047251 0.11216474 0.52528453 1.51504631 -0.00785147 0.71952847
-0.22596446 -0.64289489 -0.6029838 0.86676906]
[-0.90042793 0.15270122 0.44626812 0.82277884 0.04714627 0.42537078
-0.15924918 -0.37747254 -0.57991164 0.89997678]
[-0.77810394 -0.18098277 -0.01338199 0.74648365 -0.14004628 0.43520471
-0.16964968 -0.41926579 -0.75001958 0.77579209]
[-0.82975147 -0.27123434 0.36871602 1.25594853 0.06843232 0.89400512
0.33677126 -0.46897815 -1.05727026 0.85812478]
[-0.74769215 0.00598269 0.38367715 1.0063716 0.19883302 0.67126262
0.08709398 -0.13822332 -0.7605229 0.990699 ]
[-0.84272332 -0.20019904 0.0352235 1.06448557 0.11833124 0.67548873
-0.11498809 -0.41496632 -0.79929115 0.86061907]
[-0.83458472 -0.1724654 0.56028451 0.78657233 0.04467609 0.37445175
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[-0.32647254 0.2011883 0.36996898 1.26370002 0.60660961 0.47651934
-0.12412306 -0.34702683 -0.67678241 1.02790869]
[-0.74034117 -0.1160858 0.06597336 1.15050766 0.39572662 0.54425009
0.13855317 -0.50001866 -0.94554934 0.7404614 ]
[-0.96684055 -0.19248177 0.40587575 1.35642106 -0.01031629 0.41752986
-0.32079368 -0.10841212 -0.89300928 0.82763153]
[-1.07643877 0.07539353 0.17237227 0.85744299 0.07593098 0.60055273
-0.33024029 -0.63040397 -0.88767754 0.50407298]
[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
0.07873709 -0.55748178 -1.12092377 0.88692825]
[-0.59828764 -0.05337405 0.55138989 0.9743857 -0.03651265 0.64012027
0.43516882 -0.78453252 -1.01683696 0.96057557]
[-0.83706724 -0.25337569 0.36014583 1.25326014 0.03291136 0.59234752
-0.066262 -0.87385772 -0.69494361 0.58216247]
[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
-0.30587228 -0.55119562 -0.75818373 0.59546742]
[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [ 0.34333508 0.23991972 0.20079296 0.1053249 0.22670488 0.16163441
0.2398021 0.29856049 0.32785821 0.13375061]
[-0.5557951 -0.02890195 0.17841582 0.67786968 0.05181935 0.39063216
-0.02674579 -0.31347624 -0.48053672 0.52010332]
X: [ 0. 0. 0.22337816 1.62116534 -0.45608552 0. 1.
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0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0. ]
[[ -1.21632936e+00 -1.67866631e-01 -1.42556283e-03 ..., -4.42877105e-01
-6.19647867e-01 -6.69062367e-01]
[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
-3.25941020e-01 -6.79400227e-01]
[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
-5.54053053e-01 -6.79725443e-01]
...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
-6.78224358e-01 -6.54017012e-01]
[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
-2.95164919e-01 -6.68816128e-01]
[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
-5.71733612e-01 -4.97665174e-01]]
hidden inputs: [-3.26628813 -3.57567704 -3.89833369 -4.23694261 -4.10340677 -4.07580826
-3.16871975 -3.57756393 -4.1118746 -4.03829838 -3.8616116 -3.71486987
-4.46482358 -4.15549377 -3.89668971 -3.88299676 -2.94328647 -3.94152529
-3.550192 -3.9119128 -3.43780397 -3.50338153 -3.69082684 -4.07477772
-3.99290423 -4.31612808 -4.19209499 -4.56557451 -3.72133817 -3.77456483]
hidden Outputs: [ 0.03674599 0.02723401 0.01987274 0.01424583 0.01624796 0.01669503
0.04035997 0.02718407 0.01611316 0.0173221 0.02060076 0.02377938
0.01137583 0.01543604 0.01990478 0.02017368 0.05005477 0.01904868
0.02791736 0.01960996 0.03113466 0.02921617 0.02434395 0.01671196
0.01811197 0.01317557 0.01488954 0.01029677 0.02362969 0.02243232]
final inputs: [-0.5557951 -0.02890195 0.17841582 0.67786968 0.05181935 0.39063216
-0.02674579 -0.31347624 -0.48053672 0.52010332]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
0.09557998 -0.43448802 -0.36300499 0.90821514]
[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
-0.07458632 -0.31600371 -0.48526374 0.29902839]
[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
-0.18609254 -0.58430972 -0.73556355 0.59595822]
[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
-0.21052095 -0.70217295 -1.00543494 0.82866565]
[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
-0.01721507 -0.4102682 -0.73620967 0.95534378]
[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
-0.07314717 -0.37880399 -0.69114958 0.84054898]
[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
[-1.05852987 -0.6085254 0.20020837 0.87559135 -0.11688229 0.4147075
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[-0.48824204 0.13008119 0.12325194 1.07547648 -0.27864839 0.58961635
-0.18828987 -0.23787427 -0.63986934 0.74324529]
[-0.83841469 0.27982149 0.37712815 0.81295435 0.33822712 0.85376512
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[-1.06210092 -0.11887932 0.03284941 0.78855475 -0.24144084 0.14271572
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[-0.6940251 -0.06505703 0.58964173 1.00104637 0.59708446 0.88420002
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[-0.79349256 -0.27815562 0.38804886 1.39965642 0.22862852 0.84456859
-0.01098408 -0.61341892 -0.8558783 0.80603921]
[-1.04047251 0.11216474 0.52528453 1.51504631 -0.00785147 0.71952847
-0.22596446 -0.64289489 -0.6029838 0.86676906]
[-0.90042793 0.15270122 0.44626812 0.82277884 0.04714627 0.42537078
-0.15924918 -0.37747254 -0.57991164 0.89997678]
[-0.77810394 -0.18098277 -0.01338199 0.74648365 -0.14004628 0.43520471
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[-0.82975147 -0.27123434 0.36871602 1.25594853 0.06843232 0.89400512
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[-0.74769215 0.00598269 0.38367715 1.0063716 0.19883302 0.67126262
0.08709398 -0.13822332 -0.7605229 0.990699 ]
[-0.84272332 -0.20019904 0.0352235 1.06448557 0.11833124 0.67548873
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[-0.32647254 0.2011883 0.36996898 1.26370002 0.60660961 0.47651934
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[-0.74034117 -0.1160858 0.06597336 1.15050766 0.39572662 0.54425009
0.13855317 -0.50001866 -0.94554934 0.7404614 ]
[-0.96684055 -0.19248177 0.40587575 1.35642106 -0.01031629 0.41752986
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[-1.07643877 0.07539353 0.17237227 0.85744299 0.07593098 0.60055273
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[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
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[-0.59828764 -0.05337405 0.55138989 0.9743857 -0.03651265 0.64012027
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[-0.83706724 -0.25337569 0.36014583 1.25326014 0.03291136 0.59234752
-0.066262 -0.87385772 -0.69494361 0.58216247]
[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
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oet: [-0.1028116 -0.62970475 -0.83702252 -1.33647638 -0.71042605 -1.04923886
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hidden inputs: [-3.54679643 -3.25948427 -3.65157967 -4.30183034 -4.55696175 -4.52388405
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-4.16487696 -4.95494202 -4.29171401 -4.90127392 -4.29836151 -4.81840156]
hidden Outputs: [ 0.02800966 0.03698758 0.02529373 0.01336276 0.01038492 0.01073042
0.02492645 0.04437088 0.01923951 0.02845668 0.03287045 0.02596485
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0.01529408 0.00699916 0.0134968 0.0073822 0.01340858 0.00801493]
final inputs: [-0.51657794 -0.02958358 0.16620157 0.6214444 0.04565909 0.36103898
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[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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oet: [ 1.02673913 0.53974477 0.34395962 -0.11128321 0.4645021 0.1491222
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[-0.36646704 -0.03058987 0.11361962 0.43150301 0.0320847 0.24884689
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X: [ 0. 0. -0.60754843 0.99917756 0.27629827 1. 0.
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-4.26406027 -3.61689189 -4.32356771 -4.34879016 -4.51435675 -4.97960218
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-3.91809478 -4.75770809 -4.33861654 -4.78815582 -4.06176146 -4.41085721]
hidden Outputs: [ 0.01387 0.02616315 0.01307919 0.01275758 0.01083203 0.00682983
0.02199628 0.01673953 0.02835737 0.01370705 0.0112394 0.01904665
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0.01949146 0.00851218 0.01288635 0.00825902 0.0169272 0.01199904]
final inputs: [-0.36646704 -0.03058987 0.11361962 0.43150301 0.0320847 0.24884689
-0.02196328 -0.21588774 -0.3177164 0.32141666]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
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[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
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0.09634764 -0.55025852 -0.72831653 0.705571 ]
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [-0.17085242 -0.50672959 -0.65093909 -0.96882248 -0.56940416 -0.78616635
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[[ -1.21632936e+00 -1.67866631e-01 -1.42556283e-03 ..., -4.42877105e-01
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-3.58700516 -3.43266518 -3.9078813 -4.03693307 -4.77399666 -4.84059739
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-4.0531312 -4.53899695 -4.48271174 -4.20151033 -4.14598989 -4.46412414]
hidden Outputs: [ 0.0269355 0.03129005 0.01968762 0.01734535 0.00837581 0.00784037
0.03206138 0.02951332 0.02796495 0.02882471 0.01411451 0.03338087
0.00910053 0.01967133 0.00504904 0.01715084 0.04089376 0.01630535
0.01614565 0.0098254 0.03854049 0.01982014 0.01245149 0.00769696
0.01707141 0.01057117 0.0111764 0.01475206 0.01558115 0.0113837 ]
final inputs: [-0.47321724 -0.03816481 0.1469808 0.56478943 0.02729484 0.32221622
-0.02569926 -0.28104351 -0.40998458 0.43098746]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
-0.07458632 -0.31600371 -0.48526374 0.29902839]
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oet: [-0.54925116 -0.98430358 -1.1694492 -1.58725783 -1.04976324 -1.34468461
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[-0.11107056 -0.00627522 0.03276967 0.13103186 0.00588829 0.07479592
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-4.74863071 -4.98849069 -5.99010812 -6.22514582 -6.68929195 -6.77091476
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-5.45025962 -6.61265229 -6.08398897 -6.92584633 -6.32477493 -6.30159334]
hidden Outputs: [ 0.00858914 0.0067698 0.00249714 0.00197513 0.00124262 0.00114533
0.01154363 0.01094707 0.00304017 0.00341771 0.00595832 0.0046042
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final inputs: [-0.11107056 -0.00627522 0.03276967 0.13103186 0.00588829 0.07479592
-0.00386722 -0.06304192 -0.09589307 0.1065576 ]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [ 3.39429893 3.28950359 3.25045871 3.15219652 3.27734009 3.20843246
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[-0.42632945 -0.03435224 0.12825612 0.5016338 0.02607414 0.28626755
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X: [ 1. 0. -1.54234083 -1.17777969 0.03189788 1. 0.
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-3.8277241 -4.14580458 -3.77095709 -4.98990644 -4.5018176 -4.55025642
-4.02453619 -3.63693246 -3.44762209 -3.80072387 -4.02462615 -3.78323254
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-3.93041971 -4.81073203 -4.40543808 -4.53627701 -4.31030626 -4.55055941]
hidden Outputs: [ 0.02129571 0.01558399 0.02251157 0.00676029 0.01096721 0.01045405
0.01755792 0.02565736 0.03083985 0.02186578 0.01755637 0.02224303
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0.0192573 0.00807614 0.01206345 0.01059966 0.01325148 0.01045092]
final inputs: [-0.42632945 -0.03435224 0.12825612 0.5016338 0.02607414 0.28626755
-0.02743612 -0.2510167 -0.3726407 0.39069558]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
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[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
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-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
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[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
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0.08082537 -0.3139241 -0.48454412 0.82356776]
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[-1.04047251 0.11216474 0.52528453 1.51504631 -0.00785147 0.71952847
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0.08709398 -0.13822332 -0.7605229 0.990699 ]
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[-0.74034117 -0.1160858 0.06597336 1.15050766 0.39572662 0.54425009
0.13855317 -0.50001866 -0.94554934 0.7404614 ]
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[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
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[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
-0.30587228 -0.55119562 -0.75818373 0.59546742]
[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [ 0.05991472 -0.33206249 -0.49467085 -0.86804853 -0.39248887 -0.65268228
-0.33897861 -0.11539803 0.00622597 -0.75711031]
[-0.32546243 -0.02022488 0.10466372 0.39301282 0.02732708 0.22574273
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X: [ 0. 0. 0.8465731 1.05100987 -0.69966852 0. 0.
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
-3.25941020e-01 -6.79400227e-01]
[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
-5.71733612e-01 -4.97665174e-01]]
hidden inputs: [-4.19462909 -3.684636 -4.24554827 -5.12086081 -5.03723895 -4.65564305
-4.52765923 -3.86589308 -4.30232202 -3.82686576 -4.41968396 -3.6341391
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-4.01301482 -4.95242126 -4.50461359 -4.68030725 -4.54293234 -4.7828004 ]
hidden Outputs: [ 0.01485241 0.02449142 0.01412549 0.00593544 0.00644978 0.00941825
0.01069042 0.02051455 0.01335628 0.0213136 0.01189485 0.02572729
0.00812027 0.01170006 0.00387626 0.01088465 0.02257435 0.00887577
0.01031008 0.00963856 0.02391093 0.01786177 0.01755066 0.00730389
0.01775777 0.0070167 0.01093692 0.00919091 0.01053009 0.008303 ]
final inputs: [-0.32546243 -0.02022488 0.10466372 0.39301282 0.02732708 0.22574273
-0.0166118 -0.19292927 -0.28697704 0.29886126]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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-0.32079368 -0.10841212 -0.89300928 0.82763153]
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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[-1.58870203 -0.11619296 0.52473542 1.90943663 0.17230869 1.1226422
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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hidden inputs: [-3.36075969 -2.14844567 -2.82351529 -2.8126098 -3.03587681 -2.61724097
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-3.20855299 -3.04102956 -2.88783502 -3.06866982 -2.35042785 -2.8898404 ]
hidden Outputs: [ 0.03354459 0.10447656 0.0560666 0.05664656 0.04583114 0.06803703
0.05234466 0.06602124 0.10498261 0.08947896 0.07167188 0.0519229
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final inputs: [-1.58870203 -0.11619296 0.52473542 1.90943663 0.17230869 1.1226422
-0.08069278 -0.90665645 -1.38679491 1.40284791]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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-0.18609254 -0.58430972 -0.73556355 0.59595822]
[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
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[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
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-0.62201836 0.20394531 0.68408376 -2.10555906]
[-0.21286754 -0.00879873 0.07365752 0.26107957 0.01862161 0.14690171
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-4.16230008 -4.74335325 -4.95939387 -5.32680983 -5.60032042 -5.42576971
-4.09462154 -3.82990115 -5.32748961 -4.63739634 -4.59837797 -5.19545683
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-4.87151589 -5.80041758 -5.26808331 -5.87868101 -5.00645681 -5.21833645]
hidden Outputs: [ 0.01533294 0.00863419 0.00696828 0.00483605 0.00368306 0.00438239
0.01638898 0.02125038 0.00483278 0.00959002 0.0099678 0.00551114
0.00517397 0.00381311 0.00393448 0.00866374 0.02492522 0.0057219
0.01108966 0.00602852 0.03181926 0.01485188 0.00419463 0.00520972
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final inputs: [-0.21286754 -0.00879873 0.07365752 0.26107957 0.01862161 0.14690171
-0.00334236 -0.12406701 -0.18392069 0.20560405]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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0.09634764 -0.55025852 -0.72831653 0.705571 ]
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
-3.25941020e-01 -6.79400227e-01]
[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
-5.54053053e-01 -6.79725443e-01]
...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
-5.71733612e-01 -4.97665174e-01]]
hidden inputs: [-3.90639127 -4.10840485 -3.88881776 -4.81860167 -4.84277914 -4.73314233
-3.99860073 -3.33482917 -4.45483067 -3.89434562 -3.9384591 -4.43070388
-4.36622245 -5.25422318 -5.06584341 -4.00673843 -3.47293316 -4.40392546
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-4.44239877 -5.15649377 -4.67824365 -4.90413563 -4.26443465 -4.89762963]
hidden Outputs: [ 0.0197164 0.01616826 0.02005893 0.00801334 0.00782342 0.00872204
0.01801094 0.03439548 0.01148876 0.01995056 0.01910605 0.01176602
0.01253988 0.00519824 0.00626904 0.01786758 0.03009225 0.01208149
0.02108727 0.01117228 0.04537081 0.01928356 0.00945926 0.00955202
0.01163081 0.00572886 0.00920972 0.00736126 0.01386488 0.00740895]
final inputs: [-0.3639552 -0.01545927 0.12604436 0.4426721 0.03490415 0.25279455
-0.00703113 -0.21171565 -0.31614883 0.34457031]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
0.09557998 -0.43448802 -0.36300499 0.90821514]
[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
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[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
-0.18609254 -0.58430972 -0.73556355 0.59595822]
[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
-0.21052095 -0.70217295 -1.00543494 0.82866565]
[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
-0.01721507 -0.4102682 -0.73620967 0.95534378]
[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
-0.07314717 -0.37880399 -0.69114958 0.84054898]
[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
[-1.05852987 -0.6085254 0.20020837 0.87559135 -0.11688229 0.4147075
-0.23283083 -0.80942181 -0.85116574 0.47176954]
[-0.48824204 0.13008119 0.12325194 1.07547648 -0.27864839 0.58961635
-0.18828987 -0.23787427 -0.63986934 0.74324529]
[-0.83841469 0.27982149 0.37712815 0.81295435 0.33822712 0.85376512
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[-0.6940251 -0.06505703 0.58964173 1.00104637 0.59708446 0.88420002
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[-0.79349256 -0.27815562 0.38804886 1.39965642 0.22862852 0.84456859
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[-1.04047251 0.11216474 0.52528453 1.51504631 -0.00785147 0.71952847
-0.22596446 -0.64289489 -0.6029838 0.86676906]
[-0.90042793 0.15270122 0.44626812 0.82277884 0.04714627 0.42537078
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[-0.77810394 -0.18098277 -0.01338199 0.74648365 -0.14004628 0.43520471
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[-0.82975147 -0.27123434 0.36871602 1.25594853 0.06843232 0.89400512
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[-0.74769215 0.00598269 0.38367715 1.0063716 0.19883302 0.67126262
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[-0.84272332 -0.20019904 0.0352235 1.06448557 0.11833124 0.67548873
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[-0.32647254 0.2011883 0.36996898 1.26370002 0.60660961 0.47651934
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[-0.96684055 -0.19248177 0.40587575 1.35642106 -0.01031629 0.41752986
-0.32079368 -0.10841212 -0.89300928 0.82763153]
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[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
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[-0.59828764 -0.05337405 0.55138989 0.9743857 -0.03651265 0.64012027
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[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
-0.30587228 -0.55119562 -0.75818373 0.59546742]
[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [ 0.58192441 0.23342849 0.09192485 -0.22470289 0.18306506 -0.03482533
0.22500035 0.42968487 0.53411805 -0.1266011 ]
[-0.26817155 -0.01875631 0.08185638 0.31546069 0.01750724 0.17921602
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X: [ 0. 0. -0.5036826 0.68818367 -0.82146002 0. 1.
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0. 0. 0. 0. 0. 0. 0.
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-4.31665292 -3.92081803 -4.70464217 -4.843937 -5.31816627 -5.28814178
-4.13743728 -4.14548789 -4.10173204 -4.41715244 -4.33990435 -3.63124277
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-4.89687025 -4.98381443 -4.8429051 -4.86489941 -4.68808673 -4.80883828]
hidden Outputs: [ 0.01316874 0.01943949 0.00897193 0.00781444 0.00487782 0.00502575
0.01571287 0.01558885 0.01627475 0.01192464 0.01286998 0.02579998
0.00591237 0.00551614 0.00589608 0.0087599 0.02037317 0.00540573
0.00893632 0.00915814 0.01548732 0.01209075 0.00954251 0.00743534
0.00741454 0.00680132 0.00782244 0.00765357 0.00912033 0.00809133]
final inputs: [-0.26817155 -0.01875631 0.08185638 0.31546069 0.01750724 0.17921602
-0.01687507 -0.15600849 -0.22952157 0.24480153]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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-0.07458632 -0.31600371 -0.48526374 0.29902839]
[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
-0.18609254 -0.58430972 -0.73556355 0.59595822]
[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
-0.21052095 -0.70217295 -1.00543494 0.82866565]
[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
-0.01721507 -0.4102682 -0.73620967 0.95534378]
[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
-0.07314717 -0.37880399 -0.69114958 0.84054898]
[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
[-1.05852987 -0.6085254 0.20020837 0.87559135 -0.11688229 0.4147075
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[-0.48824204 0.13008119 0.12325194 1.07547648 -0.27864839 0.58961635
-0.18828987 -0.23787427 -0.63986934 0.74324529]
[-0.83841469 0.27982149 0.37712815 0.81295435 0.33822712 0.85376512
0.08082537 -0.3139241 -0.48454412 0.82356776]
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[-0.79349256 -0.27815562 0.38804886 1.39965642 0.22862852 0.84456859
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[-1.04047251 0.11216474 0.52528453 1.51504631 -0.00785147 0.71952847
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[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [-0.68814017 -0.93755542 -1.0381681 -1.27177241 -0.97381896 -1.13552774
-0.93943665 -0.80030324 -0.72679015 -1.20111326]
[-0.41629186 -0.02270844 0.1243629 0.50371657 0.03696762 0.2834421
-0.01927025 -0.23990194 -0.36877929 0.3920969 ]
X: [ 0. 0. 1.98909715 -0.34846264 1.13047356 0. 0.
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0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0. ]
[[ -1.21632936e+00 -1.67866631e-01 -1.42556283e-03 ..., -4.42877105e-01
-6.19647867e-01 -6.69062367e-01]
[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
-3.25941020e-01 -6.79400227e-01]
[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
-5.54053053e-01 -6.79725443e-01]
...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-3.75313518 -3.73447241 -4.35821267 -4.67041134 -5.03801996 -5.12507596
-3.32131051 -3.18594491 -4.12873446 -4.37697843 -3.81411154 -4.23676788
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-3.8440077 -5.20226593 -4.68073476 -4.85425567 -4.44913401 -4.65699012]
hidden Outputs: [ 0.02290709 0.02332855 0.01263945 0.00928146 0.00644477 0.00591062
0.03484731 0.03969808 0.01584804 0.01240738 0.02158128 0.01424829
0.00895009 0.00888843 0.00550903 0.01296546 0.06177264 0.01032504
0.01918288 0.01017561 0.0312117 0.02381209 0.02368253 0.01420558
0.02095895 0.00547395 0.00918701 0.00773484 0.01155364 0.00940569]
final inputs: [-0.41629186 -0.02270844 0.1243629 0.50371657 0.03696762 0.2834421
-0.01927025 -0.23990194 -0.36877929 0.3920969 ]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
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[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
-0.18609254 -0.58430972 -0.73556355 0.59595822]
[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
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[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
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[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
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[-0.79349256 -0.27815562 0.38804886 1.39965642 0.22862852 0.84456859
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[-1.04047251 0.11216474 0.52528453 1.51504631 -0.00785147 0.71952847
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[-0.90042793 0.15270122 0.44626812 0.82277884 0.04714627 0.42537078
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0.08709398 -0.13822332 -0.7605229 0.990699 ]
[-0.84272332 -0.20019904 0.0352235 1.06448557 0.11833124 0.67548873
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [ 0.11603381 -0.27754962 -0.42462096 -0.80397462 -0.33722567 -0.58370016
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[-0.51163461 -0.03742612 0.1562725 0.58722505 0.03561642 0.337968
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X: [ 0. 0. -0.9191459 1.56933303 -1.55384381 0. 0.
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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hidden inputs: [-4.07446424 -3.48686245 -3.82502716 -4.10441962 -4.10527362 -4.42532058
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-3.89231716 -3.88622949 -3.91820059 -4.12267609 -4.02802116 -4.50674552]
hidden Outputs: [ 0.01671711 0.02968835 0.02135199 0.01623177 0.01621814 0.01182878
0.01763732 0.02381911 0.03133911 0.01880532 0.02882421 0.05302101
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0.01999026 0.02010987 0.01948944 0.01594281 0.01749791 0.01091389]
final inputs: [-0.51163461 -0.03742612 0.1562725 0.58722505 0.03561642 0.337968
-0.03347339 -0.29939191 -0.44058015 0.46049068]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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0.09634764 -0.55025852 -0.72831653 0.705571 ]
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [-0.51083379 -0.98504228 -1.1787409 -1.60969345 -1.05808482 -1.3604364
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[-0.10562477 -0.00567319 0.03391075 0.12259054 0.00698346 0.06994374
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X: [ 1. 0. -0.39981678 -0.81495348 0.88607317 0. 1.
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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hidden inputs: [-5.14631734 -4.94165262 -5.52584013 -6.17366115 -6.43606045 -6.40979115
-4.91148811 -4.76596216 -5.49938934 -5.49514679 -5.03040466 -5.23522938
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-5.44299792 -6.51047995 -5.88846047 -6.30723598 -5.55538922 -6.01356347]
hidden Outputs: [ 0.00578712 0.00709213 0.00396672 0.00207926 0.00160014 0.00164267
0.00730773 0.0084428 0.00407261 0.00408986 0.00649372 0.00529739
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0.00430786 0.00148556 0.00276358 0.00181975 0.00385167 0.00243939]
final inputs: [-0.10562477 -0.00567319 0.03391075 0.12259054 0.00698346 0.06994374
-0.00397998 -0.06032491 -0.08829633 0.09564578]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
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-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
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[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
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0.13855317 -0.50001866 -0.94554934 0.7404614 ]
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[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
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[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [ 0.29602871 0.19607713 0.15649319 0.0678134 0.18342047 0.12046019
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[-0.11900843 -0.00456298 0.03735701 0.14544744 0.00828834 0.08377622
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X: [ 1. 0. 1.57363386 -1.54060589 0.76428167 0. 0.
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-4.7947973 -4.7186054 -5.27123057 -6.44956731 -6.1130916 -7.01531381
-4.90845796 -4.61839493 -6.20445 -4.63987236 -5.07522239 -5.00965203
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-5.11046125 -5.48855069 -4.34908687 -4.8657073 -5.3039561 -6.31165003
-5.38083083 -6.5891238 -6.04776307 -6.50747438 -5.6583467 -5.83364844]
hidden Outputs: [ 0.0082048 0.00884862 0.00511103 0.00157871 0.00220881 0.00089722
0.00732974 0.00977219 0.00201635 0.00956653 0.00621088 0.00662899
0.00222176 0.00203605 0.00090466 0.00403955 0.0168319 0.0028845
0.00599712 0.00411681 0.01275384 0.00764744 0.00494729 0.00181175
0.0045829 0.00137336 0.00235757 0.00149002 0.00347615 0.00291883]
final inputs: [-0.11900843 -0.00456298 0.03735701 0.14544744 0.00828834 0.08377622
-0.00482529 -0.06785418 -0.1035676 0.11498666]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
-0.07458632 -0.31600371 -0.48526374 0.29902839]
[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
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-0.12853466 -0.57758666 -1.00730676 0.74500097]
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[-0.11708505 -0.00854425 0.03451078 0.13708337 0.00409135 0.07872703
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hidden inputs: [-4.49605078 -4.85519165 -5.46118352 -6.2555962 -6.2362548 -6.54964468
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hidden Outputs: [ 0.01102994 0.00772766 0.00423055 0.001916 0.00195335 0.00142858
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...,
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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hidden inputs: [-3.56382171 -3.62346528 -4.22317306 -4.77100628 -4.92443201 -5.2679039
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hidden Outputs: [ 0.02754985 0.02599619 0.0144405 0.00840068 0.00721443 0.00512797
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final inputs: [-0.41183951 -0.02497004 0.13887181 0.50288228 0.0344196 0.28485645
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-3.82654715 -3.84615095 -3.655648 -4.47855873 -4.48286374 -4.41041931
-3.97718587 -3.59980433 -3.03818169 -3.88776478 -3.97576434 -2.7673957
-4.75584747 -4.2984555 -4.67216297 -3.94350246 -3.21005756 -4.65482199
-4.05207711 -4.35333667 -3.56602806 -4.05930607 -3.9657334 -4.05760409
-3.536653 -3.96075408 -4.33645989 -4.06958681 -3.99928525 -4.47310081]
hidden Outputs: [ 0.02132025 0.02091502 0.02519362 0.01122239 0.01117472 0.01200423
0.01839363 0.02660206 0.04573045 0.02007964 0.01841932 0.05911169
0.0085279 0.01340733 0.00926537 0.01901177 0.03878899 0.00942591
0.01708911 0.01270044 0.0274908 0.01696811 0.01860155 0.01699652
0.02828714 0.01869267 0.01291381 0.01679747 0.01799884 0.01128311]
final inputs: [-0.52393684 -0.04807388 0.14770363 0.59288403 0.02459522 0.32872339
-0.04447434 -0.30965437 -0.44963066 0.46094868]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
0.09557998 -0.43448802 -0.36300499 0.90821514]
[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
-0.07458632 -0.31600371 -0.48526374 0.29902839]
[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
-0.18609254 -0.58430972 -0.73556355 0.59595822]
[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
-0.21052095 -0.70217295 -1.00543494 0.82866565]
[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
-0.01721507 -0.4102682 -0.73620967 0.95534378]
[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
-0.07314717 -0.37880399 -0.69114958 0.84054898]
[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
[-1.05852987 -0.6085254 0.20020837 0.87559135 -0.11688229 0.4147075
-0.23283083 -0.80942181 -0.85116574 0.47176954]
[-0.48824204 0.13008119 0.12325194 1.07547648 -0.27864839 0.58961635
-0.18828987 -0.23787427 -0.63986934 0.74324529]
[-0.83841469 0.27982149 0.37712815 0.81295435 0.33822712 0.85376512
0.08082537 -0.3139241 -0.48454412 0.82356776]
[-1.06210092 -0.11887932 0.03284941 0.78855475 -0.24144084 0.14271572
-0.22217069 -0.59893037 -0.74895817 1.03329637]
[-0.6940251 -0.06505703 0.58964173 1.00104637 0.59708446 0.88420002
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[-0.79349256 -0.27815562 0.38804886 1.39965642 0.22862852 0.84456859
-0.01098408 -0.61341892 -0.8558783 0.80603921]
[-1.04047251 0.11216474 0.52528453 1.51504631 -0.00785147 0.71952847
-0.22596446 -0.64289489 -0.6029838 0.86676906]
[-0.90042793 0.15270122 0.44626812 0.82277884 0.04714627 0.42537078
-0.15924918 -0.37747254 -0.57991164 0.89997678]
[-0.77810394 -0.18098277 -0.01338199 0.74648365 -0.14004628 0.43520471
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[-0.82975147 -0.27123434 0.36871602 1.25594853 0.06843232 0.89400512
0.33677126 -0.46897815 -1.05727026 0.85812478]
[-0.74769215 0.00598269 0.38367715 1.0063716 0.19883302 0.67126262
0.08709398 -0.13822332 -0.7605229 0.990699 ]
[-0.84272332 -0.20019904 0.0352235 1.06448557 0.11833124 0.67548873
-0.11498809 -0.41496632 -0.79929115 0.86061907]
[-0.83458472 -0.1724654 0.56028451 0.78657233 0.04467609 0.37445175
0.2685258 -0.54342074 -0.4453103 0.56400373]
[-0.32647254 0.2011883 0.36996898 1.26370002 0.60660961 0.47651934
-0.12412306 -0.34702683 -0.67678241 1.02790869]
[-0.74034117 -0.1160858 0.06597336 1.15050766 0.39572662 0.54425009
0.13855317 -0.50001866 -0.94554934 0.7404614 ]
[-0.96684055 -0.19248177 0.40587575 1.35642106 -0.01031629 0.41752986
-0.32079368 -0.10841212 -0.89300928 0.82763153]
[-1.07643877 0.07539353 0.17237227 0.85744299 0.07593098 0.60055273
-0.33024029 -0.63040397 -0.88767754 0.50407298]
[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
0.07873709 -0.55748178 -1.12092377 0.88692825]
[-0.59828764 -0.05337405 0.55138989 0.9743857 -0.03651265 0.64012027
0.43516882 -0.78453252 -1.01683696 0.96057557]
[-0.83706724 -0.25337569 0.36014583 1.25326014 0.03291136 0.59234752
-0.066262 -0.87385772 -0.69494361 0.58216247]
[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
-0.30587228 -0.55119562 -0.75818373 0.59546742]
[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
0.0265237 -0.48979289 -0.56406159 0.78308557]]
oet: [-0.50955767 -0.98542063 -1.18119814 -1.62637854 -1.05808973 -1.3622179
-0.98902017 -0.72384014 -0.58386384 -1.49444318]
[-0.44143433 -0.02212239 0.1492724 0.5404364 0.04334478 0.31392905
-0.01830801 -0.25541328 -0.3932687 0.41347375]
X: [ 1. 0. -0.71141425 1.25833914 0.03189788 1. 0.
0. 0. 0. 0. 1. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0. ]
[[ -1.21632936e+00 -1.67866631e-01 -1.42556283e-03 ..., -4.42877105e-01
-6.19647867e-01 -6.69062367e-01]
[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
-3.25941020e-01 -6.79400227e-01]
[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
-6.78224358e-01 -6.54017012e-01]
[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
-5.71733612e-01 -4.97665174e-01]]
hidden inputs: [-4.26155309 -3.8141737 -3.8633383 -4.37695409 -4.27025282 -4.39970588
-4.24707178 -3.49072819 -4.03259871 -3.45275428 -3.90075713 -4.12368551
-4.2076484 -4.39200356 -4.57648783 -3.6855547 -3.50327767 -4.43106587
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-4.09640072 -4.39341875 -3.97161683 -4.94762906 -4.16185296 -4.13954561]
hidden Outputs: [ 0.01390433 0.02157997 0.02056595 0.01240768 0.01378555 0.01213196
0.01410429 0.0295772 0.01741939 0.03068683 0.01982559 0.01592698
0.01466312 0.01222462 0.01018615 0.02446948 0.02921911 0.01176181
0.01756722 0.02254883 0.0311373 0.01878373 0.01995763 0.01599481
0.01636032 0.01220754 0.01849445 0.00705017 0.01533969 0.0156803 ]
final inputs: [-0.44143433 -0.02212239 0.1492724 0.5404364 0.04334478 0.31392905
-0.01830801 -0.25541328 -0.3932687 0.41347375]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
0.09557998 -0.43448802 -0.36300499 0.90821514]
[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
-0.07458632 -0.31600371 -0.48526374 0.29902839]
[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
-0.18609254 -0.58430972 -0.73556355 0.59595822]
[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
-0.21052095 -0.70217295 -1.00543494 0.82866565]
[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
-0.01721507 -0.4102682 -0.73620967 0.95534378]
[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
-0.07314717 -0.37880399 -0.69114958 0.84054898]
[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
[-1.05852987 -0.6085254 0.20020837 0.87559135 -0.11688229 0.4147075
-0.23283083 -0.80942181 -0.85116574 0.47176954]
[-0.48824204 0.13008119 0.12325194 1.07547648 -0.27864839 0.58961635
-0.18828987 -0.23787427 -0.63986934 0.74324529]
[-0.83841469 0.27982149 0.37712815 0.81295435 0.33822712 0.85376512
0.08082537 -0.3139241 -0.48454412 0.82356776]
[-1.06210092 -0.11887932 0.03284941 0.78855475 -0.24144084 0.14271572
-0.22217069 -0.59893037 -0.74895817 1.03329637]
[-0.6940251 -0.06505703 0.58964173 1.00104637 0.59708446 0.88420002
0.4108825 -0.57747549 -0.80759801 1.06345913]
[-0.79349256 -0.27815562 0.38804886 1.39965642 0.22862852 0.84456859
-0.01098408 -0.61341892 -0.8558783 0.80603921]
[-1.04047251 0.11216474 0.52528453 1.51504631 -0.00785147 0.71952847
-0.22596446 -0.64289489 -0.6029838 0.86676906]
[-0.90042793 0.15270122 0.44626812 0.82277884 0.04714627 0.42537078
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[-0.77810394 -0.18098277 -0.01338199 0.74648365 -0.14004628 0.43520471
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[-0.82975147 -0.27123434 0.36871602 1.25594853 0.06843232 0.89400512
0.33677126 -0.46897815 -1.05727026 0.85812478]
[-0.74769215 0.00598269 0.38367715 1.0063716 0.19883302 0.67126262
0.08709398 -0.13822332 -0.7605229 0.990699 ]
[-0.84272332 -0.20019904 0.0352235 1.06448557 0.11833124 0.67548873
-0.11498809 -0.41496632 -0.79929115 0.86061907]
[-0.83458472 -0.1724654 0.56028451 0.78657233 0.04467609 0.37445175
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[-0.32647254 0.2011883 0.36996898 1.26370002 0.60660961 0.47651934
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[-0.74034117 -0.1160858 0.06597336 1.15050766 0.39572662 0.54425009
0.13855317 -0.50001866 -0.94554934 0.7404614 ]
[-0.96684055 -0.19248177 0.40587575 1.35642106 -0.01031629 0.41752986
-0.32079368 -0.10841212 -0.89300928 0.82763153]
[-1.07643877 0.07539353 0.17237227 0.85744299 0.07593098 0.60055273
-0.33024029 -0.63040397 -0.88767754 0.50407298]
[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
0.07873709 -0.55748178 -1.12092377 0.88692825]
[-0.59828764 -0.05337405 0.55138989 0.9743857 -0.03651265 0.64012027
0.43516882 -0.78453252 -1.01683696 0.96057557]
[-0.83706724 -0.25337569 0.36014583 1.25326014 0.03291136 0.59234752
-0.066262 -0.87385772 -0.69494361 0.58216247]
[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
-0.30587228 -0.55119562 -0.75818373 0.59546742]
[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [ 0.35618546 -0.06312648 -0.23452127 -0.62568527 -0.12859365 -0.39917792
-0.06694086 0.17016441 0.30801983 -0.49872261]
[-1.94218018 -0.11009582 0.66741733 2.42935955 0.16317289 1.41244128
-0.08409114 -1.16756263 -1.75376426 1.81074704]
X: [ 0. 1. 0.8465731 1.62116534 0.51988127 0. 0.
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0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0. ]
[[ -1.21632936e+00 -1.67866631e-01 -1.42556283e-03 ..., -4.42877105e-01
-6.19647867e-01 -6.69062367e-01]
[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
-3.25941020e-01 -6.79400227e-01]
[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
-5.54053053e-01 -6.79725443e-01]
...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
-6.78224358e-01 -6.54017012e-01]
[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
-2.95164919e-01 -6.68816128e-01]
[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
-5.71733612e-01 -4.97665174e-01]]
hidden inputs: [-2.81404468 -2.0578224 -2.55855332 -2.87814276 -2.91798909 -2.5619856
-2.72643813 -2.01417629 -2.45938899 -1.47398269 -2.58461934 -2.36875247
-2.6284724 -2.39052608 -2.74381007 -2.70029699 -1.89461313 -2.58264551
-2.86729843 -2.87997994 -2.02588193 -2.35003879 -2.63435517 -2.94205819
-2.5542126 -2.86912655 -2.18701973 -2.62473327 -2.41962723 -2.57373249]
hidden Outputs: [ 0.05656993 0.11326435 0.07185396 0.05324468 0.05127143 0.0716254
0.06143121 0.11772252 0.07875466 0.18633802 0.07013488 0.08558672
0.06732831 0.08389799 0.06043719 0.06295583 0.13071938 0.07026371
0.053794 0.05315215 0.11651215 0.08706269 0.06695984 0.05011321
0.07214399 0.05370102 0.10092219 0.06756349 0.08168821 0.07084821]
final inputs: [-1.94218018 -0.11009582 0.66741733 2.42935955 0.16317289 1.41244128
-0.08409114 -1.16756263 -1.75376426 1.81074704]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
0.09557998 -0.43448802 -0.36300499 0.90821514]
[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
-0.07458632 -0.31600371 -0.48526374 0.29902839]
[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
-0.18609254 -0.58430972 -0.73556355 0.59595822]
[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
-0.21052095 -0.70217295 -1.00543494 0.82866565]
[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
-0.01721507 -0.4102682 -0.73620967 0.95534378]
[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
-0.07314717 -0.37880399 -0.69114958 0.84054898]
[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
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[-0.48824204 0.13008119 0.12325194 1.07547648 -0.27864839 0.58961635
-0.18828987 -0.23787427 -0.63986934 0.74324529]
[-0.83841469 0.27982149 0.37712815 0.81295435 0.33822712 0.85376512
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[-1.06210092 -0.11887932 0.03284941 0.78855475 -0.24144084 0.14271572
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[-0.6940251 -0.06505703 0.58964173 1.00104637 0.59708446 0.88420002
0.4108825 -0.57747549 -0.80759801 1.06345913]
[-0.79349256 -0.27815562 0.38804886 1.39965642 0.22862852 0.84456859
-0.01098408 -0.61341892 -0.8558783 0.80603921]
[-1.04047251 0.11216474 0.52528453 1.51504631 -0.00785147 0.71952847
-0.22596446 -0.64289489 -0.6029838 0.86676906]
[-0.90042793 0.15270122 0.44626812 0.82277884 0.04714627 0.42537078
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[-0.77810394 -0.18098277 -0.01338199 0.74648365 -0.14004628 0.43520471
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[-0.82975147 -0.27123434 0.36871602 1.25594853 0.06843232 0.89400512
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[-0.74769215 0.00598269 0.38367715 1.0063716 0.19883302 0.67126262
0.08709398 -0.13822332 -0.7605229 0.990699 ]
[-0.84272332 -0.20019904 0.0352235 1.06448557 0.11833124 0.67548873
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[-0.83458472 -0.1724654 0.56028451 0.78657233 0.04467609 0.37445175
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[-0.32647254 0.2011883 0.36996898 1.26370002 0.60660961 0.47651934
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[-0.74034117 -0.1160858 0.06597336 1.15050766 0.39572662 0.54425009
0.13855317 -0.50001866 -0.94554934 0.7404614 ]
[-0.96684055 -0.19248177 0.40587575 1.35642106 -0.01031629 0.41752986
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[-1.07643877 0.07539353 0.17237227 0.85744299 0.07593098 0.60055273
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[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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hidden inputs: [-5.05173988 -5.30109258 -6.12449754 -6.58304916 -6.66901112 -7.31063999
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-6.12832579 -7.2070438 -6.59468699 -6.92019201 -6.13538829 -5.95294418]
hidden Outputs: [ 0.00635752 0.0049614 0.00218381 0.00138171 0.00126804 0.00066794
0.00588926 0.00799453 0.00244696 0.00411493 0.00706234 0.00468293
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final inputs: [-0.08266936 -0.00350607 0.02607191 0.0978569 0.00519797 0.05667817
-0.00192782 -0.0466197 -0.06941912 0.0786213 ]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [ 1.81121593 1.73205264 1.70247466 1.63068967 1.7233486 1.6718684
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[-0.08341924 -0.00445822 0.02767311 0.10046421 0.00592762 0.05803497
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X: [ 1. 0. 1.15817056 -0.60762422 0.03189788 0. 1.
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-5.12211489 -5.06778945 -6.21403202 -6.83068175 -6.37596897 -7.00226501
-5.08550684 -5.05563138 -5.91242041 -5.39299274 -5.4525064 -5.38824109
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-5.97593334 -6.97881111 -6.16017015 -6.97328999 -6.46897243 -6.34162282]
hidden Outputs: [ 0.00592805 0.00625693 0.00199716 0.00107896 0.00169908 0.00090899
0.00614772 0.00633298 0.00269833 0.00452775 0.00426726 0.00454921
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0.00521994 0.00197964 0.00980254 0.005175 0.00281887 0.00145768
0.0025327 0.00093054 0.00210744 0.00093569 0.00154842 0.00175834]
final inputs: [-0.08341924 -0.00445822 0.02767311 0.10046421 0.00592762 0.05803497
-0.00219629 -0.04748089 -0.07186624 0.08076201]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
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[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
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[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
-0.07314717 -0.37880399 -0.69114958 0.84054898]
[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
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[-0.48824204 0.13008119 0.12325194 1.07547648 -0.27864839 0.58961635
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0.13855317 -0.50001866 -0.94554934 0.7404614 ]
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[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
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[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
-0.30587228 -0.55119562 -0.75818373 0.59546742]
[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [ 3.85179654 3.77283553 3.7407042 3.6679131 3.76244969 3.71034234
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[-0.32520685 -0.02439566 0.09772827 0.37751112 0.01858607 0.21266653
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X: [ 0. 0. -1.23074336 0.1180282 -0.69966852 1. 0.
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-4.06378607 -3.98843503 -4.00816589 -4.82934964 -4.89764848 -4.80780723
-4.22419168 -3.87050536 -3.85665426 -4.20889344 -4.53237187 -3.3428784
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-4.18174791 -4.77142642 -4.58427177 -4.85432794 -4.74044816 -5.02053339]
hidden Outputs: [ 0.01689354 0.01819162 0.01784254 0.00792836 0.00740881 0.00809961
0.01442601 0.02042208 0.02070102 0.01464514 0.01064069 0.03412915
0.00993964 0.00686831 0.00681328 0.01213727 0.02456034 0.00739968
0.00826837 0.01059767 0.01923963 0.01446444 0.00878406 0.0077938
0.01504207 0.00839718 0.01010797 0.00773428 0.0086591 0.00655772]
final inputs: [-0.32520685 -0.02439566 0.09772827 0.37751112 0.01858607 0.21266653
-0.02173159 -0.19329424 -0.28058209 0.29617166]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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-0.07458632 -0.31600371 -0.48526374 0.29902839]
[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
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0.09634764 -0.55025852 -0.72831653 0.705571 ]
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oet: [-0.65867015 -0.95948134 -1.08160528 -1.36138813 -1.00246307 -1.19654354
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hidden inputs: [-2.58154479 -2.26561302 -2.78149969 -2.47151285 -2.23262161 -2.43414816
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-2.09836689 -2.97198035 -2.75228043 -2.68044141 -2.14812817 -2.24210157]
hidden Outputs: [ 0.07033565 0.0940112 0.05833212 0.07787952 0.09685907 0.08060552
0.0817436 0.08025515 0.07027708 0.07843245 0.09697948 0.05718824
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final inputs: [-2.19670141 -0.14702661 0.72987303 2.68034507 0.26865692 1.56150226
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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hidden inputs: [-3.53099729 -3.25955144 -2.89019138 -3.66508652 -3.56574581 -3.28782974
-3.37525879 -3.3014525 -3.1453534 -3.60223785 -3.51392139 -2.95438632
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-3.17856557 -3.62131597 -3.60691015 -3.74478008 -3.35761352 -3.78442342]
hidden Outputs: [ 0.02844302 0.03698518 0.05264057 0.02496286 0.02749835 0.03599107
0.0330777 0.03552139 0.04127476 0.02653912 0.02891871 0.04952961
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final inputs: [-0.84597279 -0.06203247 0.26317211 0.99802537 0.0778805 0.57633397
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0.09634764 -0.55025852 -0.72831653 0.705571 ]
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[-0.40125351 -0.02471843 0.13929909 0.49390121 0.03516272 0.28201852
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[[ -1.21632936e+00 -1.67866631e-01 -1.42556283e-03 ..., -4.42877105e-01
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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...,
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-3.82299407 -3.96513014 -4.41947151 -4.88522629 -4.76119079 -4.91505103
-3.89406685 -3.35362735 -4.31713163 -3.84224984 -4.00733709 -4.41329097
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-4.35169747 -5.03769249 -4.56183403 -5.01142386 -4.37124021 -4.23155977]
hidden Outputs: [ 0.02139451 0.01861257 0.01189734 0.00750073 0.00848284 0.00728193
0.01995602 0.03377658 0.01316252 0.02099505 0.01785707 0.01197022
0.00891534 0.01311619 0.00688354 0.01266573 0.04365422 0.01482585
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0.01272101 0.00644687 0.01033496 0.00661733 0.01247789 0.01432162]
final inputs: [-0.40125351 -0.02471843 0.13929909 0.49390121 0.03516272 0.28201852
-0.00698367 -0.23058403 -0.35113713 0.381541 ]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
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[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
-0.18609254 -0.58430972 -0.73556355 0.59595822]
[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
-0.21052095 -0.70217295 -1.00543494 0.82866565]
[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
-0.01721507 -0.4102682 -0.73620967 0.95534378]
[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
-0.07314717 -0.37880399 -0.69114958 0.84054898]
[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
[-1.05852987 -0.6085254 0.20020837 0.87559135 -0.11688229 0.4147075
-0.23283083 -0.80942181 -0.85116574 0.47176954]
[-0.48824204 0.13008119 0.12325194 1.07547648 -0.27864839 0.58961635
-0.18828987 -0.23787427 -0.63986934 0.74324529]
[-0.83841469 0.27982149 0.37712815 0.81295435 0.33822712 0.85376512
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[-0.6940251 -0.06505703 0.58964173 1.00104637 0.59708446 0.88420002
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[-0.79349256 -0.27815562 0.38804886 1.39965642 0.22862852 0.84456859
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[-1.04047251 0.11216474 0.52528453 1.51504631 -0.00785147 0.71952847
-0.22596446 -0.64289489 -0.6029838 0.86676906]
[-0.90042793 0.15270122 0.44626812 0.82277884 0.04714627 0.42537078
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[-0.77810394 -0.18098277 -0.01338199 0.74648365 -0.14004628 0.43520471
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[-0.82975147 -0.27123434 0.36871602 1.25594853 0.06843232 0.89400512
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[-0.74769215 0.00598269 0.38367715 1.0063716 0.19883302 0.67126262
0.08709398 -0.13822332 -0.7605229 0.990699 ]
[-0.84272332 -0.20019904 0.0352235 1.06448557 0.11833124 0.67548873
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[-0.83458472 -0.1724654 0.56028451 0.78657233 0.04467609 0.37445175
0.2685258 -0.54342074 -0.4453103 0.56400373]
[-0.32647254 0.2011883 0.36996898 1.26370002 0.60660961 0.47651934
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[-0.74034117 -0.1160858 0.06597336 1.15050766 0.39572662 0.54425009
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[-0.96684055 -0.19248177 0.40587575 1.35642106 -0.01031629 0.41752986
-0.32079368 -0.10841212 -0.89300928 0.82763153]
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-0.33024029 -0.63040397 -0.88767754 0.50407298]
[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
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[-0.83706724 -0.25337569 0.36014583 1.25326014 0.03291136 0.59234752
-0.066262 -0.87385772 -0.69494361 0.58216247]
[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
-0.30587228 -0.55119562 -0.75818373 0.59546742]
[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [ 0.0954824 -0.28105268 -0.44507021 -0.79967232 -0.34093383 -0.58778963
-0.29878744 -0.07518708 0.04536602 -0.68731211]
[-0.14906007 -0.00536716 0.04843038 0.17980009 0.01046646 0.10575579
-0.00494108 -0.08546797 -0.1275641 0.1436492 ]
X: [ 1. 0. 0.53497563 -1.28144432 0.03189788 0. 0.
0. 1. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0. ]
[[ -1.21632936e+00 -1.67866631e-01 -1.42556283e-03 ..., -4.42877105e-01
-6.19647867e-01 -6.69062367e-01]
[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
-3.25941020e-01 -6.79400227e-01]
[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-4.36044154 -4.69077134 -5.55990463 -5.77465352 -5.39202144 -6.63981972
-4.80254445 -4.22098543 -5.15945653 -4.71441266 -4.3454153 -4.72334402
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-5.33952155 -6.04703984 -5.60053322 -5.83443137 -5.35340106 -5.5516142 ]
hidden Outputs: [ 0.01261166 0.0090961 0.00383438 0.00309566 0.00453213 0.00130556
0.008142 0.01447166 0.00571201 0.00888547 0.01280015 0.00880716
0.00221341 0.0022249 0.0017144 0.00726548 0.0140846 0.00359243
0.00823988 0.00484337 0.01235412 0.00645259 0.00455862 0.00274421
0.00477525 0.00235927 0.00368228 0.00291655 0.00470974 0.00386618]
final inputs: [-0.14906007 -0.00536716 0.04843038 0.17980009 0.01046646 0.10575579
-0.00494108 -0.08546797 -0.1275641 0.1436492 ]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
0.09557998 -0.43448802 -0.36300499 0.90821514]
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-0.07458632 -0.31600371 -0.48526374 0.29902839]
[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
-0.18609254 -0.58430972 -0.73556355 0.59595822]
[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
-0.21052095 -0.70217295 -1.00543494 0.82866565]
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[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
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[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
[-1.05852987 -0.6085254 0.20020837 0.87559135 -0.11688229 0.4147075
-0.23283083 -0.80942181 -0.85116574 0.47176954]
[-0.48824204 0.13008119 0.12325194 1.07547648 -0.27864839 0.58961635
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[-0.83841469 0.27982149 0.37712815 0.81295435 0.33822712 0.85376512
0.08082537 -0.3139241 -0.48454412 0.82356776]
[-1.06210092 -0.11887932 0.03284941 0.78855475 -0.24144084 0.14271572
-0.22217069 -0.59893037 -0.74895817 1.03329637]
[-0.6940251 -0.06505703 0.58964173 1.00104637 0.59708446 0.88420002
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[-0.79349256 -0.27815562 0.38804886 1.39965642 0.22862852 0.84456859
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[-1.04047251 0.11216474 0.52528453 1.51504631 -0.00785147 0.71952847
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[-0.77810394 -0.18098277 -0.01338199 0.74648365 -0.14004628 0.43520471
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[-0.82975147 -0.27123434 0.36871602 1.25594853 0.06843232 0.89400512
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[-0.32647254 0.2011883 0.36996898 1.26370002 0.60660961 0.47651934
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[-0.74034117 -0.1160858 0.06597336 1.15050766 0.39572662 0.54425009
0.13855317 -0.50001866 -0.94554934 0.7404614 ]
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[-1.07643877 0.07539353 0.17237227 0.85744299 0.07593098 0.60055273
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[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
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[-0.59828764 -0.05337405 0.55138989 0.9743857 -0.03651265 0.64012027
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[-0.83706724 -0.25337569 0.36014583 1.25326014 0.03291136 0.59234752
-0.066262 -0.87385772 -0.69494361 0.58216247]
[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
-0.30587228 -0.55119562 -0.75818373 0.59546742]
[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [ 2.77623477 2.63254187 2.57874433 2.44737462 2.61670824 2.52141892
2.63211579 2.71264268 2.75473881 2.48352551]
[-0.08991427 -0.00473013 0.02684338 0.10594863 0.0045767 0.05984739
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X: [ 1. 0. 0.8465731 1.36200377 -0.82146002 0. 0.
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0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0. ]
[[ -1.21632936e+00 -1.67866631e-01 -1.42556283e-03 ..., -4.42877105e-01
-6.19647867e-01 -6.69062367e-01]
[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
-3.25941020e-01 -6.79400227e-01]
[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
-5.54053053e-01 -6.79725443e-01]
...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
-5.71733612e-01 -4.97665174e-01]]
hidden inputs: [-5.41118063 -5.14450701 -5.79742585 -6.43736875 -6.50780298 -6.49196422
-5.60762298 -4.88427649 -5.67725486 -5.04938859 -5.38150349 -4.91846701
-6.72131469 -6.3452845 -6.72631502 -5.62388028 -4.48841746 -6.74381683
-5.82944281 -5.89521307 -4.78933736 -5.66049005 -5.51502893 -6.28511362
-5.49974638 -6.55549234 -5.86364956 -6.29723277 -5.69759423 -5.98060257]
hidden Outputs: [ 0.0044465 0.00579754 0.00302617 0.00159805 0.00148953 0.00151328
0.00365636 0.0075078 0.00341127 0.00637239 0.00457983 0.00725728
0.0012035 0.00175193 0.00119751 0.00359761 0.01111352 0.00117676
0.0029311 0.00274503 0.00824935 0.00346874 0.00400967 0.00186038
0.00407117 0.00142026 0.00283281 0.00183801 0.00334281 0.00252093]
final inputs: [-0.08991427 -0.00473013 0.02684338 0.10594863 0.0045767 0.05984739
-0.00515917 -0.05252755 -0.0775882 0.0830972 ]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
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[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
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[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
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[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
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[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
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[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
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[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
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[-0.82975147 -0.27123434 0.36871602 1.25594853 0.06843232 0.89400512
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0.08709398 -0.13822332 -0.7605229 0.990699 ]
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[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
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[-0.59828764 -0.05337405 0.55138989 0.9743857 -0.03651265 0.64012027
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[-0.83706724 -0.25337569 0.36014583 1.25326014 0.03291136 0.59234752
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[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [-0.723058 -0.80824214 -0.83981565 -0.91892089 -0.81754897 -0.87281966
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[-1.24041717 -0.07671595 0.40429806 1.49713128 0.12878591 0.88253645
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-2.810316 -2.78042959 -3.00817193 -2.91633624 -2.91318912 -2.80818783
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-2.56886273 -3.24277842 -3.01016904 -3.15667722 -3.01245218 -3.24380694]
hidden Outputs: [ 0.05676926 0.05839093 0.04705806 0.05135189 0.05150542 0.05688332
0.07782782 0.06208951 0.03907478 0.04212212 0.05259806 0.04731632
0.03195405 0.04966641 0.01907599 0.04267464 0.05950481 0.04720501
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0.07116945 0.03758725 0.04696858 0.04082898 0.04686648 0.03755007]
final inputs: [-1.24041717 -0.07671595 0.40429806 1.49713128 0.12878591 0.88253645
-0.05966504 -0.72096413 -1.09327906 1.12621186]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
-0.18609254 -0.58430972 -0.73556355 0.59595822]
[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
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[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
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[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
-0.07314717 -0.37880399 -0.69114958 0.84054898]
[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
[-1.05852987 -0.6085254 0.20020837 0.87559135 -0.11688229 0.4147075
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[-0.48824204 0.13008119 0.12325194 1.07547648 -0.27864839 0.58961635
-0.18828987 -0.23787427 -0.63986934 0.74324529]
[-0.83841469 0.27982149 0.37712815 0.81295435 0.33822712 0.85376512
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[-0.79349256 -0.27815562 0.38804886 1.39965642 0.22862852 0.84456859
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[-1.04047251 0.11216474 0.52528453 1.51504631 -0.00785147 0.71952847
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[-0.90042793 0.15270122 0.44626812 0.82277884 0.04714627 0.42537078
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[-0.82975147 -0.27123434 0.36871602 1.25594853 0.06843232 0.89400512
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[-0.84272332 -0.20019904 0.0352235 1.06448557 0.11833124 0.67548873
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[-0.74034117 -0.1160858 0.06597336 1.15050766 0.39572662 0.54425009
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[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
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oet: [ 1.32055998 0.15685876 -0.32415525 -1.41698846 -0.0486431 -0.80239363
0.13980785 0.80110695 1.17342187 -1.04606905]
[-0.34261476 -0.03012154 0.10365323 0.39410625 0.0215201 0.22642176
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X: [ 0. 0. -1.54234083 1.20650682 -1.55384381 1. 0.
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[[ -1.21632936e+00 -1.67866631e-01 -1.42556283e-03 ..., -4.42877105e-01
-6.19647867e-01 -6.69062367e-01]
[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-4.05687345 -3.8670988 -4.20969747 -4.62090357 -4.7484793 -4.8908639
-4.42809714 -4.16301576 -3.56410866 -4.45605566 -4.71396567 -3.63003871
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-3.83894815 -4.89909578 -4.47782299 -4.60872386 -4.51903589 -4.03986141]
hidden Outputs: [ 0.01700873 0.02049033 0.01463354 0.00974794 0.00859043 0.00745887
0.01179637 0.01532214 0.02754216 0.01147486 0.00888941 0.02583026
0.00776741 0.00842693 0.00818538 0.01044573 0.02898625 0.00457705
0.008775 0.00877353 0.01894081 0.01144579 0.01695894 0.00765753
0.02106302 0.00739818 0.01123056 0.00986621 0.01078201 0.01729551]
final inputs: [-0.34261476 -0.03012154 0.10365323 0.39410625 0.0215201 0.22642176
-0.02421997 -0.20411359 -0.29126631 0.29762225]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
-0.07458632 -0.31600371 -0.48526374 0.29902839]
[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
-0.18609254 -0.58430972 -0.73556355 0.59595822]
[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
-0.21052095 -0.70217295 -1.00543494 0.82866565]
[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
-0.01721507 -0.4102682 -0.73620967 0.95534378]
[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
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[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
[-1.05852987 -0.6085254 0.20020837 0.87559135 -0.11688229 0.4147075
-0.23283083 -0.80942181 -0.85116574 0.47176954]
[-0.48824204 0.13008119 0.12325194 1.07547648 -0.27864839 0.58961635
-0.18828987 -0.23787427 -0.63986934 0.74324529]
[-0.83841469 0.27982149 0.37712815 0.81295435 0.33822712 0.85376512
0.08082537 -0.3139241 -0.48454412 0.82356776]
[-1.06210092 -0.11887932 0.03284941 0.78855475 -0.24144084 0.14271572
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[-0.79349256 -0.27815562 0.38804886 1.39965642 0.22862852 0.84456859
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[-1.04047251 0.11216474 0.52528453 1.51504631 -0.00785147 0.71952847
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0.08709398 -0.13822332 -0.7605229 0.990699 ]
[-0.84272332 -0.20019904 0.0352235 1.06448557 0.11833124 0.67548873
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[-0.74034117 -0.1160858 0.06597336 1.15050766 0.39572662 0.54425009
0.13855317 -0.50001866 -0.94554934 0.7404614 ]
[-0.96684055 -0.19248177 0.40587575 1.35642106 -0.01031629 0.41752986
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[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
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0.43516882 -0.78453252 -1.01683696 0.96057557]
[-0.83706724 -0.25337569 0.36014583 1.25326014 0.03291136 0.59234752
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[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [-0.68536669 -0.99785991 -1.13163468 -1.4220877 -1.04950155 -1.25440321
-1.00376149 -0.82386786 -0.73671514 -1.3256037 ]
[-0.51866273 -0.04877663 0.15114596 0.6013874 0.02376583 0.34057148
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X: [ 0. 0. -1.75007248 -0.65945653 -0.21168512 1. 0.
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[[ -1.21632936e+00 -1.67866631e-01 -1.42556283e-03 ..., -4.42877105e-01
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-3.50164104 -3.48311229 -3.70784902 -4.76009239 -4.45524157 -4.59912556
-3.86435836 -3.4741024 -2.99104374 -3.72810073 -4.03850951 -3.09059608
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-3.80754731 -4.574955 -4.08200093 -4.28655102 -4.05574808 -4.18617883]
hidden Outputs: [ 0.02926557 0.02979658 0.02394291 0.00849208 0.0114841 0.00996042
0.02054541 0.03005815 0.04783213 0.02347417 0.0173185 0.04349683
0.01231498 0.01316354 0.01111997 0.0169593 0.06058885 0.0101892
0.01057961 0.01545814 0.02729295 0.02316453 0.01464058 0.01036335
0.02172032 0.01020162 0.01659367 0.01356572 0.01702756 0.01497656]
final inputs: [-0.51866273 -0.04877663 0.15114596 0.6013874 0.02376583 0.34057148
-0.03927654 -0.31174305 -0.44618693 0.46534986]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
-0.07458632 -0.31600371 -0.48526374 0.29902839]
[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
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[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
-0.21052095 -0.70217295 -1.00543494 0.82866565]
[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
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-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
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[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
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[-0.90042793 0.15270122 0.44626812 0.82277884 0.04714627 0.42537078
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[-0.74769215 0.00598269 0.38367715 1.0063716 0.19883302 0.67126262
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[-0.84272332 -0.20019904 0.0352235 1.06448557 0.11833124 0.67548873
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[-0.32647254 0.2011883 0.36996898 1.26370002 0.60660961 0.47651934
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-0.32079368 -0.10841212 -0.89300928 0.82763153]
[-1.07643877 0.07539353 0.17237227 0.85744299 0.07593098 0.60055273
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[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [-0.11789174 -0.58777784 -0.78770044 -1.23794187 -0.6603203 -0.97712595
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[-0.27942817 -0.01666916 0.08805559 0.33796278 0.02155717 0.19589019
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-3.94085605 -3.7510265 -4.67291148 -4.88160399 -5.53007956 -5.35283715
-4.05745069 -3.60629938 -4.34587366 -4.21005377 -4.22697308 -4.05089583
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-4.90861699 -5.19329415 -4.92837 -5.28525964 -4.83818709 -5.26761447]
hidden Outputs: [ 0.01906118 0.02295434 0.0092585 0.00752774 0.00395001 0.00471239
0.01699908 0.02643439 0.01279436 0.0146284 0.01438651 0.01710896
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0.00732859 0.00552301 0.00718628 0.00504018 0.00785915 0.00512945]
final inputs: [-0.27942817 -0.01666916 0.08805559 0.33796278 0.02155717 0.19589019
-0.01087691 -0.16504357 -0.24444876 0.26459549]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
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[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
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[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
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[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
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[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
-0.07314717 -0.37880399 -0.69114958 0.84054898]
[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
[-1.05852987 -0.6085254 0.20020837 0.87559135 -0.11688229 0.4147075
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[-0.79349256 -0.27815562 0.38804886 1.39965642 0.22862852 0.84456859
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[-0.90042793 0.15270122 0.44626812 0.82277884 0.04714627 0.42537078
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[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
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[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [ 0.88331131 0.6205523 0.51582755 0.26592036 0.58232596 0.40799295
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[-0.23196279 -0.01603037 0.07124506 0.28101177 0.0154046 0.15883597
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X: [ 1. 0. -2.06166995 -0.86678579 4.30195693 1. 0.
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-3.8570934 -5.01566768 -4.6008301 -5.53794712 -5.80386885 -5.04358383
-4.19880863 -4.00526109 -4.90811428 -4.7429303 -4.87898849 -4.49299078
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-4.43770188 -5.68931293 -5.55674719 -5.12719012 -4.56097664 -4.86292952]
hidden Outputs: [ 0.02069211 0.00658949 0.00994363 0.00391918 0.0030068 0.00640925
0.01479138 0.01789352 0.00733224 0.00863781 0.00754731 0.01106337
0.00219157 0.01135596 0.00242261 0.00860838 0.02170741 0.012991
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0.01168493 0.00337052 0.00384646 0.00589821 0.01034374 0.00766855]
final inputs: [-0.23196279 -0.01603037 0.07124506 0.28101177 0.0154046 0.15883597
-0.0089165 -0.13525646 -0.20112518 0.21462029]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
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[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
-0.18609254 -0.58430972 -0.73556355 0.59595822]
[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
-0.21052095 -0.70217295 -1.00543494 0.82866565]
[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
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[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
-0.07314717 -0.37880399 -0.69114958 0.84054898]
[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
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-0.23283083 -0.80942181 -0.85116574 0.47176954]
[-0.48824204 0.13008119 0.12325194 1.07547648 -0.27864839 0.58961635
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[-0.83841469 0.27982149 0.37712815 0.81295435 0.33822712 0.85376512
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[-0.77810394 -0.18098277 -0.01338199 0.74648365 -0.14004628 0.43520471
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[-0.82975147 -0.27123434 0.36871602 1.25594853 0.06843232 0.89400512
0.33677126 -0.46897815 -1.05727026 0.85812478]
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0.08709398 -0.13822332 -0.7605229 0.990699 ]
[-0.84272332 -0.20019904 0.0352235 1.06448557 0.11833124 0.67548873
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[-0.83458472 -0.1724654 0.56028451 0.78657233 0.04467609 0.37445175
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[-0.74034117 -0.1160858 0.06597336 1.15050766 0.39572662 0.54425009
0.13855317 -0.50001866 -0.94554934 0.7404614 ]
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[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
0.07873709 -0.55748178 -1.12092377 0.88692825]
[-0.59828764 -0.05337405 0.55138989 0.9743857 -0.03651265 0.64012027
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[-0.83706724 -0.25337569 0.36014583 1.25326014 0.03291136 0.59234752
-0.066262 -0.87385772 -0.69494361 0.58216247]
[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
-0.30587228 -0.55119562 -0.75818373 0.59546742]
[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [-0.80704478 -1.0229772 -1.11025263 -1.32001934 -1.05441216 -1.19784353
-1.03009106 -0.90375111 -0.83788239 -1.25362785]
[-0.45549619 -0.02949199 0.14347274 0.54067448 0.03839967 0.3152602
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X: [ 0. 0. 0.01564651 0.48085441 0.03189788 0. 0.
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[[ -1.21632936e+00 -1.67866631e-01 -1.42556283e-03 ..., -4.42877105e-01
-6.19647867e-01 -6.69062367e-01]
[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
-5.71733612e-01 -4.97665174e-01]]
hidden inputs: [-3.63265156 -3.5259568 -4.19309247 -4.15777137 -4.12607302 -4.3019587
-3.57778403 -3.61419947 -3.9219184 -4.08270843 -3.72755515 -3.46438579
-4.29172098 -4.53074408 -5.04888421 -4.12070042 -3.13877869 -4.32060302
-4.27876827 -4.36976611 -3.65672459 -3.85658237 -4.03430535 -4.15677591
-3.75458012 -4.40856943 -4.22522871 -4.55109656 -4.34466255 -4.70298254]
hidden Outputs: [ 0.0257646 0.02858264 0.01487491 0.01540146 0.0158896 0.01336107
0.02717825 0.02623184 0.01941852 0.01658213 0.02348668 0.03034273
0.01349671 0.01065784 0.00637558 0.01597383 0.04153571 0.01311751
0.01367026 0.01249607 0.0251672 0.02070247 0.0173902 0.01541657
0.02287477 0.01202619 0.01441127 0.01044537 0.01280967 0.0089867 ]
final inputs: [-0.45549619 -0.02949199 0.14347274 0.54067448 0.03839967 0.3152602
-0.02410441 -0.26325672 -0.39838401 0.42076274]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
0.09557998 -0.43448802 -0.36300499 0.90821514]
[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
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[-0.74769215 0.00598269 0.38367715 1.0063716 0.19883302 0.67126262
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[-0.84272332 -0.20019904 0.0352235 1.06448557 0.11833124 0.67548873
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[-0.74034117 -0.1160858 0.06597336 1.15050766 0.39572662 0.54425009
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[-0.96684055 -0.19248177 0.40587575 1.35642106 -0.01031629 0.41752986
-0.32079368 -0.10841212 -0.89300928 0.82763153]
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [-0.36850219 -0.79450639 -0.96747111 -1.36467286 -0.86239805 -1.13925858
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[-1.46535119 -0.07748604 0.51369561 1.7993459 0.14746214 1.06842425
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X: [ 0. 0. 0.8465731 1.05100987 -0.69966852 0. 0.
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-6.19647867e-01 -6.69062367e-01]
[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
-3.25941020e-01 -6.79400227e-01]
[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-2.65766909 -2.54505672 -2.76704861 -2.70581387 -2.63240002 -2.97048534
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-2.96382851 -2.90199838 -2.54906571 -2.84836332 -2.68474512 -3.4816734 ]
hidden Outputs: [ 0.0655179 0.07275928 0.059131 0.06263116 0.0670821 0.0487772
0.05957961 0.0852932 0.0605252 0.0878909 0.07729507 0.04981391
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0.04908699 0.05205486 0.07248928 0.05476598 0.06387954 0.0298382 ]
final inputs: [-1.46535119 -0.07748604 0.51369561 1.7993459 0.14746214 1.06842425
-0.05438993 -0.86573998 -1.30720872 1.37505903]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
-0.18609254 -0.58430972 -0.73556355 0.59595822]
[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
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[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
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[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
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oet: [ 1.25330203 -0.13456311 -0.72574477 -2.01139506 -0.3595113 -1.28047341
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X: [ 1. 0. -0.19208513 -1.12594737 1.86203995 0. 1.
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[[ -1.21632936e+00 -1.67866631e-01 -1.42556283e-03 ..., -4.42877105e-01
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-5.19208798 -5.06211805 -6.06243515 -6.75860344 -6.87871702 -7.12238854
-5.69503289 -4.97541438 -6.10397344 -5.83799346 -5.50375153 -5.25011681
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-6.17908466 -7.43197746 -6.23150507 -7.01855429 -6.32746159 -6.75994224]
hidden Outputs: [ 0.00552964 0.00629229 0.00232331 0.0011595 0.00102841 0.00080619
0.00335136 0.0068583 0.00222899 0.00290621 0.00405496 0.00521952
0.00142059 0.0011521 0.00064038 0.00299106 0.01415321 0.0014904
0.00250476 0.00136272 0.00936878 0.00465852 0.00229706 0.00140431
0.00206804 0.00059167 0.00196263 0.00089432 0.00178338 0.00115795]
final inputs: [-0.0743229 -0.00468202 0.02359337 0.08787207 0.00418955 0.05035313
-0.00265972 -0.04351418 -0.06375819 0.07090963]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
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[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
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0.09634764 -0.55025852 -0.72831653 0.705571 ]
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [-0.01643903 -0.0860799 -0.11435529 -0.178634 -0.09495147 -0.14111505
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
-3.25941020e-01 -6.79400227e-01]
[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
-5.54053053e-01 -6.79725443e-01]
...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
-6.78224358e-01 -6.54017012e-01]
[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
-2.95164919e-01 -6.68816128e-01]
[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
-5.71733612e-01 -4.97665174e-01]]
hidden inputs: [-2.77217347 -2.74851052 -3.02646894 -2.78534509 -2.5687304 -2.95567645
-2.87451684 -2.53762354 -2.64969653 -2.65912406 -2.25580635 -2.76325258
-3.02824349 -3.42037193 -3.55049061 -2.83104256 -2.53065707 -2.72361864
-2.88312667 -2.73397165 -2.78473035 -2.75629825 -3.05588182 -3.192869
-3.26377949 -3.11334944 -3.20155284 -3.06522674 -3.22995125 -3.1693318 ]
hidden Outputs: [ 0.05884652 0.06017083 0.04624432 0.05812126 0.07117819 0.04946891
0.05342776 0.07326236 0.06600772 0.06542887 0.0948498 0.05934254
0.04616611 0.03166482 0.02790926 0.05566956 0.07373676 0.06159398
0.052994 0.06099828 0.05815492 0.05973193 0.04496422 0.03943496
0.03683489 0.04255995 0.03910733 0.04456463 0.03805403 0.04033627]
final inputs: [-1.3467519 -0.08391712 0.4570775 1.64470893 0.14795371 0.98357965
-0.05159629 -0.7789219 -1.1937628 1.26598892]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
0.09557998 -0.43448802 -0.36300499 0.90821514]
[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
-0.07458632 -0.31600371 -0.48526374 0.29902839]
[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
-0.18609254 -0.58430972 -0.73556355 0.59595822]
[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
-0.21052095 -0.70217295 -1.00543494 0.82866565]
[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
-0.01721507 -0.4102682 -0.73620967 0.95534378]
[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
-0.07314717 -0.37880399 -0.69114958 0.84054898]
[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
[-1.05852987 -0.6085254 0.20020837 0.87559135 -0.11688229 0.4147075
-0.23283083 -0.80942181 -0.85116574 0.47176954]
[-0.48824204 0.13008119 0.12325194 1.07547648 -0.27864839 0.58961635
-0.18828987 -0.23787427 -0.63986934 0.74324529]
[-0.83841469 0.27982149 0.37712815 0.81295435 0.33822712 0.85376512
0.08082537 -0.3139241 -0.48454412 0.82356776]
[-1.06210092 -0.11887932 0.03284941 0.78855475 -0.24144084 0.14271572
-0.22217069 -0.59893037 -0.74895817 1.03329637]
[-0.6940251 -0.06505703 0.58964173 1.00104637 0.59708446 0.88420002
0.4108825 -0.57747549 -0.80759801 1.06345913]
[-0.79349256 -0.27815562 0.38804886 1.39965642 0.22862852 0.84456859
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[-1.04047251 0.11216474 0.52528453 1.51504631 -0.00785147 0.71952847
-0.22596446 -0.64289489 -0.6029838 0.86676906]
[-0.90042793 0.15270122 0.44626812 0.82277884 0.04714627 0.42537078
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[-0.77810394 -0.18098277 -0.01338199 0.74648365 -0.14004628 0.43520471
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[-0.82975147 -0.27123434 0.36871602 1.25594853 0.06843232 0.89400512
0.33677126 -0.46897815 -1.05727026 0.85812478]
[-0.74769215 0.00598269 0.38367715 1.0063716 0.19883302 0.67126262
0.08709398 -0.13822332 -0.7605229 0.990699 ]
[-0.84272332 -0.20019904 0.0352235 1.06448557 0.11833124 0.67548873
-0.11498809 -0.41496632 -0.79929115 0.86061907]
[-0.83458472 -0.1724654 0.56028451 0.78657233 0.04467609 0.37445175
0.2685258 -0.54342074 -0.4453103 0.56400373]
[-0.32647254 0.2011883 0.36996898 1.26370002 0.60660961 0.47651934
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[-0.74034117 -0.1160858 0.06597336 1.15050766 0.39572662 0.54425009
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[-0.96684055 -0.19248177 0.40587575 1.35642106 -0.01031629 0.41752986
-0.32079368 -0.10841212 -0.89300928 0.82763153]
[-1.07643877 0.07539353 0.17237227 0.85744299 0.07593098 0.60055273
-0.33024029 -0.63040397 -0.88767754 0.50407298]
[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
0.07873709 -0.55748178 -1.12092377 0.88692825]
[-0.59828764 -0.05337405 0.55138989 0.9743857 -0.03651265 0.64012027
0.43516882 -0.78453252 -1.01683696 0.96057557]
[-0.83706724 -0.25337569 0.36014583 1.25326014 0.03291136 0.59234752
-0.066262 -0.87385772 -0.69494361 0.58216247]
[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
-0.30587228 -0.55119562 -0.75818373 0.59546742]
[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [ 0.66609298 -0.5967418 -1.13773642 -2.32536785 -0.82861263 -1.66423857
-0.62906263 0.09826298 0.51310388 -1.94664784]
[-0.07332498 -0.00415546 0.02230236 0.08683728 0.00440569 0.04957588
-0.00350408 -0.0424195 -0.06280919 0.06951526]
X: [ 1. 0. 0.8465731 0.58451904 -0.45608552 0. 1.
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0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0. ]
[[ -1.21632936e+00 -1.67866631e-01 -1.42556283e-03 ..., -4.42877105e-01
-6.19647867e-01 -6.69062367e-01]
[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
-3.25941020e-01 -6.79400227e-01]
[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-5.20748463 -5.16184504 -6.08993249 -6.71639396 -6.76544186 -7.04182473
-5.19746152 -5.19175793 -6.07022848 -5.81970115 -5.75008827 -5.19115791
-6.48008856 -6.60128792 -6.81822196 -5.84710367 -4.50800342 -6.69883686
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-5.98840699 -6.55996563 -6.26745974 -7.15441969 -6.23025017 -6.46132647]
hidden Outputs: [ 0.00544561 0.00569846 0.00226044 0.00120943 0.00115161 0.00087377
0.00550017 0.00553145 0.00230532 0.00295971 0.0031724 0.00553475
0.00153133 0.00135677 0.00109247 0.00287993 0.01090032 0.00123083
0.00212977 0.00246877 0.00699376 0.00442532 0.00254048 0.0012772
0.00250138 0.00141393 0.00189345 0.00078079 0.00196509 0.00156028]
final inputs: [-0.07332498 -0.00415546 0.02230236 0.08683728 0.00440569 0.04957588
-0.00350408 -0.0424195 -0.06280919 0.06951526]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
-0.07458632 -0.31600371 -0.48526374 0.29902839]
[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
-0.18609254 -0.58430972 -0.73556355 0.59595822]
[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
-0.21052095 -0.70217295 -1.00543494 0.82866565]
[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
-0.01721507 -0.4102682 -0.73620967 0.95534378]
[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
-0.07314717 -0.37880399 -0.69114958 0.84054898]
[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
[-1.05852987 -0.6085254 0.20020837 0.87559135 -0.11688229 0.4147075
-0.23283083 -0.80942181 -0.85116574 0.47176954]
[-0.48824204 0.13008119 0.12325194 1.07547648 -0.27864839 0.58961635
-0.18828987 -0.23787427 -0.63986934 0.74324529]
[-0.83841469 0.27982149 0.37712815 0.81295435 0.33822712 0.85376512
0.08082537 -0.3139241 -0.48454412 0.82356776]
[-1.06210092 -0.11887932 0.03284941 0.78855475 -0.24144084 0.14271572
-0.22217069 -0.59893037 -0.74895817 1.03329637]
[-0.6940251 -0.06505703 0.58964173 1.00104637 0.59708446 0.88420002
0.4108825 -0.57747549 -0.80759801 1.06345913]
[-0.79349256 -0.27815562 0.38804886 1.39965642 0.22862852 0.84456859
-0.01098408 -0.61341892 -0.8558783 0.80603921]
[-1.04047251 0.11216474 0.52528453 1.51504631 -0.00785147 0.71952847
-0.22596446 -0.64289489 -0.6029838 0.86676906]
[-0.90042793 0.15270122 0.44626812 0.82277884 0.04714627 0.42537078
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[-0.77810394 -0.18098277 -0.01338199 0.74648365 -0.14004628 0.43520471
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[-0.82975147 -0.27123434 0.36871602 1.25594853 0.06843232 0.89400512
0.33677126 -0.46897815 -1.05727026 0.85812478]
[-0.74769215 0.00598269 0.38367715 1.0063716 0.19883302 0.67126262
0.08709398 -0.13822332 -0.7605229 0.990699 ]
[-0.84272332 -0.20019904 0.0352235 1.06448557 0.11833124 0.67548873
-0.11498809 -0.41496632 -0.79929115 0.86061907]
[-0.83458472 -0.1724654 0.56028451 0.78657233 0.04467609 0.37445175
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[-0.32647254 0.2011883 0.36996898 1.26370002 0.60660961 0.47651934
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[-0.74034117 -0.1160858 0.06597336 1.15050766 0.39572662 0.54425009
0.13855317 -0.50001866 -0.94554934 0.7404614 ]
[-0.96684055 -0.19248177 0.40587575 1.35642106 -0.01031629 0.41752986
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[-1.07643877 0.07539353 0.17237227 0.85744299 0.07593098 0.60055273
-0.33024029 -0.63040397 -0.88767754 0.50407298]
[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
0.07873709 -0.55748178 -1.12092377 0.88692825]
[-0.59828764 -0.05337405 0.55138989 0.9743857 -0.03651265 0.64012027
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[-0.83706724 -0.25337569 0.36014583 1.25326014 0.03291136 0.59234752
-0.066262 -0.87385772 -0.69494361 0.58216247]
[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
-0.30587228 -0.55119562 -0.75818373 0.59546742]
[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
0.0265237 -0.48979289 -0.56406159 0.78308557]]
oet: [ 2.61780385 2.54863432 2.52217651 2.45764159 2.54007317 2.49490299
2.54798295 2.58689837 2.60728805 2.47496361]
[-0.39640687 -0.01763182 0.12802992 0.48567063 0.04343396 0.27429416
-0.01326714 -0.23647705 -0.35178189 0.37615379]
X: [ 0. 0. 0.95043892 -0.81495348 0.03189788 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 1. ]
[[ -1.21632936e+00 -1.67866631e-01 -1.42556283e-03 ..., -4.42877105e-01
-6.19647867e-01 -6.69062367e-01]
[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
-3.25941020e-01 -6.79400227e-01]
[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
-5.54053053e-01 -6.79725443e-01]
...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
-6.78224358e-01 -6.54017012e-01]
[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
-2.95164919e-01 -6.68816128e-01]
[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
-5.71733612e-01 -4.97665174e-01]]
hidden inputs: [-3.765978 -3.90103583 -4.23972657 -4.57556916 -4.86213381 -5.02709404
-3.798162 -3.26291972 -4.43835231 -4.04666197 -4.04052809 -3.86784754
-4.35911446 -4.71202851 -5.16613586 -4.34447179 -3.38009071 -4.73595267
-4.1158989 -4.28893911 -3.14744294 -3.56552022 -3.74145396 -4.7326867
-3.6761621 -4.80151467 -4.64620004 -4.83236454 -4.23074872 -4.70322304]
hidden Outputs: [ 0.02262139 0.01982017 0.01420679 0.01019542 0.00767461 0.00651511
0.02192064 0.0368654 0.01167742 0.01718031 0.01728418 0.02047531
0.0126282 0.00890649 0.0056742 0.01281208 0.03292351 0.00869777
0.01604948 0.0135338 0.04119215 0.02750438 0.02317001 0.00872598
0.0246947 0.00815032 0.00950676 0.00790468 0.01433307 0.00898456]
final inputs: [-0.39640687 -0.01763182 0.12802992 0.48567063 0.04343396 0.27429416
-0.01326714 -0.23647705 -0.35178189 0.37615379]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
0.09557998 -0.43448802 -0.36300499 0.90821514]
[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
-0.07458632 -0.31600371 -0.48526374 0.29902839]
[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
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[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
-0.21052095 -0.70217295 -1.00543494 0.82866565]
[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
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[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
-0.07314717 -0.37880399 -0.69114958 0.84054898]
[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
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[-0.83841469 0.27982149 0.37712815 0.81295435 0.33822712 0.85376512
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[-0.6940251 -0.06505703 0.58964173 1.00104637 0.59708446 0.88420002
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[-0.79349256 -0.27815562 0.38804886 1.39965642 0.22862852 0.84456859
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[-1.04047251 0.11216474 0.52528453 1.51504631 -0.00785147 0.71952847
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[-0.90042793 0.15270122 0.44626812 0.82277884 0.04714627 0.42537078
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[-0.77810394 -0.18098277 -0.01338199 0.74648365 -0.14004628 0.43520471
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[-0.82975147 -0.27123434 0.36871602 1.25594853 0.06843232 0.89400512
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0.08709398 -0.13822332 -0.7605229 0.990699 ]
[-0.84272332 -0.20019904 0.0352235 1.06448557 0.11833124 0.67548873
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[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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hidden inputs: [-3.78216905 -3.42607352 -3.94103123 -4.79654799 -4.70250944 -4.45275639
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-3.46123442 -4.8126062 -3.90012808 -4.16939582 -3.94786529 -4.41655798]
hidden Outputs: [ 0.02226617 0.03149047 0.01905791 0.00819057 0.00899091 0.01151234
0.02412623 0.04075298 0.02475289 0.02300375 0.0234585 0.02459313
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final inputs: [-0.49601681 -0.02947116 0.15430798 0.59599523 0.04021414 0.33972194
-0.02809091 -0.29669703 -0.43812645 0.45370743]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
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oet: [ 0.99515188 0.52860623 0.34482709 -0.09686016 0.45892094 0.15941313
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[-0.25898819 -0.01180327 0.0853444 0.32264363 0.02342222 0.18103363
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X: [ 1. 0. 0.22337816 -0.91861811 0.51988127 0. 1.
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-3.67931102 -4.6642204 -4.80254462 -5.15026268 -5.60049914 -5.38564267
-3.60156508 -3.55453019 -4.61133686 -4.78049834 -4.46768086 -4.81125963
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-5.08013035 -5.18241963 -5.36022367 -5.65952231 -5.03087346 -5.25240437]
hidden Outputs: [ 0.02461897 0.00933856 0.008142 0.00576446 0.00368241 0.004561
0.0265565 0.02779987 0.00984072 0.00832198 0.01134374 0.00807192
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0.01460465 0.00916105 0.02589892 0.02065982 0.00585541 0.00681927
0.00618066 0.00558306 0.00467787 0.00347208 0.0064907 0.00520765]
final inputs: [-0.25898819 -0.01180327 0.0853444 0.32264363 0.02342222 0.18103363
-0.00584305 -0.15100785 -0.22791445 0.25768267]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
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[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
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[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
-0.21052095 -0.70217295 -1.00543494 0.82866565]
[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
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[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
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[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
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0.13855317 -0.50001866 -0.94554934 0.7404614 ]
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[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
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[-0.59828764 -0.05337405 0.55138989 0.9743857 -0.03651265 0.64012027
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[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [ 0.16822626 -0.07895865 -0.17610633 -0.41340556 -0.11418414 -0.27179555
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[-0.72059754 -0.03141595 0.23195881 0.88264443 0.063496 0.50684257
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0. 1. 0. 0. 0. 0. 0. ]
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-6.19647867e-01 -6.69062367e-01]
[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-3.66757366 -3.63617752 -3.13751814 -3.95398832 -4.08619998 -3.70822415
-3.34631539 -2.90144841 -3.78979445 -2.81518159 -3.26299532 -3.52006566
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-3.72022189 -3.77569203 -3.60110534 -4.30299423 -3.92575151 -3.76850008]
hidden Outputs: [ 0.02490239 0.02567624 0.04158592 0.01881718 0.01652529 0.02393414
0.03401603 0.05208201 0.02210076 0.05650928 0.03686272 0.02874666
0.02590198 0.01499063 0.02016866 0.03028112 0.06066583 0.01790928
0.02234671 0.03683021 0.04721278 0.03044763 0.03214525 0.02766127
0.02365545 0.02240761 0.02656839 0.01334743 0.01934567 0.0225657 ]
final inputs: [-0.72059754 -0.03141595 0.23195881 0.88264443 0.063496 0.50684257
-0.0329206 -0.41639209 -0.64395666 0.68165064]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
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[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
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hidden inputs: [-3.40603692 -3.44770822 -3.76276598 -4.45615078 -4.49322655 -5.03166295
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hidden Outputs: [ 0.03210733 0.03083728 0.02269252 0.01147378 0.01106079 0.00648561
0.02951439 0.03480512 0.0269388 0.02426731 0.01802238 0.03633094
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final inputs: [-0.49952309 -0.03447325 0.15428967 0.59257267 0.03099247 0.33909427
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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hidden inputs: [-2.84512815 -3.1119361 -3.94868222 -4.19033519 -3.66310759 -4.85060639
-3.7404061 -3.3579708 -3.60547987 -3.56243455 -3.15263896 -3.31317054
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hidden Outputs: [ 0.0549337 0.04261758 0.0189154 0.01491537 0.02501107 0.0077629
0.02319374 0.03363512 0.02645549 0.02758704 0.04098742 0.03512212
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final inputs: [-0.61255437 -0.04273112 0.2040019 0.74502993 0.04968525 0.44262662
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hidden inputs: [-4.66157113 -4.87757127 -5.23409057 -5.57748862 -5.67231604 -5.59605997
-4.312051 -4.37559345 -5.52544214 -5.05660043 -4.89114961 -4.96312418
-5.70527445 -5.40623182 -5.90654158 -5.00659427 -4.00230186 -5.30195843
-5.28768695 -4.85788401 -4.20179442 -4.61847293 -5.23484764 -5.59252439
-4.76699074 -5.66284268 -5.56196227 -6.0156593 -5.14122853 -5.40059895]
hidden Outputs: [ 0.0093631 0.00755793 0.0053034 0.0037678 0.0034281 0.00369873
0.01322868 0.01242437 0.0039683 0.00632688 0.00745676 0.00694252
0.00331732 0.00446847 0.0027142 0.00664915 0.0179456 0.00495713
0.00502803 0.00770704 0.01474794 0.00977143 0.0052994 0.00371178
0.0084342 0.00346061 0.00382653 0.0024343 0.00581647 0.00449359]
final inputs: [-0.16261894 -0.00747179 0.05045999 0.19615705 0.01428661 0.11161963
-0.00736846 -0.09370072 -0.14151596 0.15286241]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
0.09557998 -0.43448802 -0.36300499 0.90821514]
[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
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[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
-0.18609254 -0.58430972 -0.73556355 0.59595822]
[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
-0.21052095 -0.70217295 -1.00543494 0.82866565]
[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
-0.01721507 -0.4102682 -0.73620967 0.95534378]
[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
-0.07314717 -0.37880399 -0.69114958 0.84054898]
[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
[-1.05852987 -0.6085254 0.20020837 0.87559135 -0.11688229 0.4147075
-0.23283083 -0.80942181 -0.85116574 0.47176954]
[-0.48824204 0.13008119 0.12325194 1.07547648 -0.27864839 0.58961635
-0.18828987 -0.23787427 -0.63986934 0.74324529]
[-0.83841469 0.27982149 0.37712815 0.81295435 0.33822712 0.85376512
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[-1.06210092 -0.11887932 0.03284941 0.78855475 -0.24144084 0.14271572
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[-0.6940251 -0.06505703 0.58964173 1.00104637 0.59708446 0.88420002
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[-0.79349256 -0.27815562 0.38804886 1.39965642 0.22862852 0.84456859
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[-1.04047251 0.11216474 0.52528453 1.51504631 -0.00785147 0.71952847
-0.22596446 -0.64289489 -0.6029838 0.86676906]
[-0.90042793 0.15270122 0.44626812 0.82277884 0.04714627 0.42537078
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[-0.82975147 -0.27123434 0.36871602 1.25594853 0.06843232 0.89400512
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[-0.74769215 0.00598269 0.38367715 1.0063716 0.19883302 0.67126262
0.08709398 -0.13822332 -0.7605229 0.990699 ]
[-0.84272332 -0.20019904 0.0352235 1.06448557 0.11833124 0.67548873
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[-0.83458472 -0.1724654 0.56028451 0.78657233 0.04467609 0.37445175
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[-0.32647254 0.2011883 0.36996898 1.26370002 0.60660961 0.47651934
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[-0.74034117 -0.1160858 0.06597336 1.15050766 0.39572662 0.54425009
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[-0.96684055 -0.19248177 0.40587575 1.35642106 -0.01031629 0.41752986
-0.32079368 -0.10841212 -0.89300928 0.82763153]
[-1.07643877 0.07539353 0.17237227 0.85744299 0.07593098 0.60055273
-0.33024029 -0.63040397 -0.88767754 0.50407298]
[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
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[-0.59828764 -0.05337405 0.55138989 0.9743857 -0.03651265 0.64012027
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[-0.83706724 -0.25337569 0.36014583 1.25326014 0.03291136 0.59234752
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[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
-0.30587228 -0.55119562 -0.75818373 0.59546742]
[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [ 2.49760168 2.34245452 2.28452275 2.13882568 2.32069612 2.2233631
2.34235119 2.42868346 2.4764987 2.18212032]
[-0.55353137 -0.03876614 0.17761411 0.65698767 0.04845892 0.37497984
-0.0293826 -0.33085865 -0.48161042 0.49894353]
X: [ 0. 0. -0.81528007 0.94734524 -0.45608552 0. 0.
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0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 1. 0.
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0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0. ]
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-3.73937938 -3.40261985 -4.0631985 -4.07339566 -4.20643522 -4.3140965
-3.30213064 -3.26350174 -3.32246685 -4.17714258 -3.57811828 -3.40365448
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-3.62592288 -3.97222819 -3.83407928 -3.6639078 -3.92016808 -4.36386244]
hidden Outputs: [ 0.02321701 0.03221369 0.0169033 0.01673468 0.01468065 0.01320201
0.03549817 0.03684474 0.03480844 0.01511046 0.02716941 0.03218145
0.01489683 0.01354822 0.01269066 0.01975088 0.036545 0.00926738
0.01573345 0.01519404 0.03448028 0.0244344 0.02025947 0.01868875
0.02593403 0.01848336 0.02116365 0.02499156 0.01945188 0.01256913]
final inputs: [-0.55353137 -0.03876614 0.17761411 0.65698767 0.04845892 0.37497984
-0.0293826 -0.33085865 -0.48161042 0.49894353]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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-0.07458632 -0.31600371 -0.48526374 0.29902839]
[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
-0.18609254 -0.58430972 -0.73556355 0.59595822]
[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
-0.21052095 -0.70217295 -1.00543494 0.82866565]
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[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
-0.07314717 -0.37880399 -0.69114958 0.84054898]
[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
[-1.05852987 -0.6085254 0.20020837 0.87559135 -0.11688229 0.4147075
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[-0.48824204 0.13008119 0.12325194 1.07547648 -0.27864839 0.58961635
-0.18828987 -0.23787427 -0.63986934 0.74324529]
[-0.83841469 0.27982149 0.37712815 0.81295435 0.33822712 0.85376512
0.08082537 -0.3139241 -0.48454412 0.82356776]
[-1.06210092 -0.11887932 0.03284941 0.78855475 -0.24144084 0.14271572
-0.22217069 -0.59893037 -0.74895817 1.03329637]
[-0.6940251 -0.06505703 0.58964173 1.00104637 0.59708446 0.88420002
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[-0.79349256 -0.27815562 0.38804886 1.39965642 0.22862852 0.84456859
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[-1.04047251 0.11216474 0.52528453 1.51504631 -0.00785147 0.71952847
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[-0.90042793 0.15270122 0.44626812 0.82277884 0.04714627 0.42537078
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[-0.82975147 -0.27123434 0.36871602 1.25594853 0.06843232 0.89400512
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0.08709398 -0.13822332 -0.7605229 0.990699 ]
[-0.84272332 -0.20019904 0.0352235 1.06448557 0.11833124 0.67548873
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[-0.32647254 0.2011883 0.36996898 1.26370002 0.60660961 0.47651934
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[-0.74034117 -0.1160858 0.06597336 1.15050766 0.39572662 0.54425009
0.13855317 -0.50001866 -0.94554934 0.7404614 ]
[-0.96684055 -0.19248177 0.40587575 1.35642106 -0.01031629 0.41752986
-0.32079368 -0.10841212 -0.89300928 0.82763153]
[-1.07643877 0.07539353 0.17237227 0.85744299 0.07593098 0.60055273
-0.33024029 -0.63040397 -0.88767754 0.50407298]
[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
0.07873709 -0.55748178 -1.12092377 0.88692825]
[-0.59828764 -0.05337405 0.55138989 0.9743857 -0.03651265 0.64012027
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[-0.83706724 -0.25337569 0.36014583 1.25326014 0.03291136 0.59234752
-0.066262 -0.87385772 -0.69494361 0.58216247]
[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
-0.30587228 -0.55119562 -0.75818373 0.59546742]
[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [-0.40829341 -0.92305864 -1.13943889 -1.61881245 -1.0102837 -1.33680462
-0.93244218 -0.63096613 -0.48021436 -1.46076831]
[-0.12162311 -0.00608787 0.03458307 0.14408251 0.00637111 0.07983796
-0.0058433 -0.07187858 -0.10654214 0.11499163]
X: [ 1. 0. 0.22337816 -1.33327663 0.51988127 1. 0.
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1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0. ]
[[ -1.21632936e+00 -1.67866631e-01 -1.42556283e-03 ..., -4.42877105e-01
-6.19647867e-01 -6.69062367e-01]
[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
-3.25941020e-01 -6.79400227e-01]
[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
-5.54053053e-01 -6.79725443e-01]
...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
-5.71733612e-01 -4.97665174e-01]]
hidden inputs: [-4.75354732 -5.39257457 -5.51613288 -5.95491241 -6.38830273 -6.53615365
-4.55154849 -4.15336896 -5.18395846 -5.40443231 -4.97600727 -4.83196556
-6.46994102 -5.77511084 -6.57687619 -5.29844121 -4.17671301 -5.77088603
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-5.00111161 -6.08879094 -5.90563947 -6.25389635 -6.08086756 -5.94057949]
hidden Outputs: [ 0.00854737 0.00452963 0.00400526 0.00258636 0.00167829 0.00144796
0.0104407 0.01546837 0.00557452 0.00447648 0.00685426 0.00790781
0.00154692 0.00309425 0.00139026 0.00497451 0.01511685 0.00310731
0.00398838 0.00317043 0.00895249 0.00493073 0.00434225 0.0029657
0.00668546 0.00226302 0.00271664 0.00191926 0.00228098 0.0026236 ]
final inputs: [-0.12162311 -0.00608787 0.03458307 0.14408251 0.00637111 0.07983796
-0.0058433 -0.07187858 -0.10654214 0.11499163]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
0.09557998 -0.43448802 -0.36300499 0.90821514]
[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
-0.07458632 -0.31600371 -0.48526374 0.29902839]
[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
-0.18609254 -0.58430972 -0.73556355 0.59595822]
[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
-0.21052095 -0.70217295 -1.00543494 0.82866565]
[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
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[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
-0.07314717 -0.37880399 -0.69114958 0.84054898]
[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
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[-0.48824204 0.13008119 0.12325194 1.07547648 -0.27864839 0.58961635
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[-0.83841469 0.27982149 0.37712815 0.81295435 0.33822712 0.85376512
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[-0.6940251 -0.06505703 0.58964173 1.00104637 0.59708446 0.88420002
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[-0.79349256 -0.27815562 0.38804886 1.39965642 0.22862852 0.84456859
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[-1.04047251 0.11216474 0.52528453 1.51504631 -0.00785147 0.71952847
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[-0.90042793 0.15270122 0.44626812 0.82277884 0.04714627 0.42537078
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[-0.77810394 -0.18098277 -0.01338199 0.74648365 -0.14004628 0.43520471
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[-0.82975147 -0.27123434 0.36871602 1.25594853 0.06843232 0.89400512
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0.08709398 -0.13822332 -0.7605229 0.990699 ]
[-0.84272332 -0.20019904 0.0352235 1.06448557 0.11833124 0.67548873
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[-0.32647254 0.2011883 0.36996898 1.26370002 0.60660961 0.47651934
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[-0.74034117 -0.1160858 0.06597336 1.15050766 0.39572662 0.54425009
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[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
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oet: [ 0.13560925 0.02007401 -0.02059693 -0.13009637 0.00761503 -0.06585182
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-3.45167528 -3.53197556 -4.32628487 -4.69834252 -4.93267228 -5.11226224
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-4.00846016 -4.42305312 -4.39869394 -4.42480342 -4.52334861 -4.78909657]
hidden Outputs: [ 0.03071894 0.02841599 0.01304416 0.00902812 0.00715565 0.00598639
0.02671646 0.04513197 0.0248514 0.02187805 0.02124991 0.02125768
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0.01783739 0.01185531 0.01214409 0.01183482 0.01073611 0.00825132]
final inputs: [-0.43327995 -0.02619076 0.13552296 0.53018334 0.03425197 0.30646364
-0.01893076 -0.25758416 -0.38728005 0.41408338]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
-0.18609254 -0.58430972 -0.73556355 0.59595822]
[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
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[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
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[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [-0.57816234 -0.98525153 -1.14696525 -1.54162562 -1.04569426 -1.31790592
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[-0.08091216 -0.00520195 0.02567415 0.09409983 0.00378831 0.0543456
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X: [ 1. 0. -0.29595096 -0.97045042 0.88607317 0. 1.
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[[ -1.21632936e+00 -1.67866631e-01 -1.42556283e-03 ..., -4.42877105e-01
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-4.98571892 -5.09110277 -5.80999443 -6.47105038 -7.00572803 -6.83333506
-5.13768073 -5.20720667 -5.76952873 -5.59606165 -5.44633462 -5.14607954
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-5.85341179 -6.85816849 -6.03131704 -6.78565012 -6.37145547 -6.32168558]
hidden Outputs: [ 0.00678846 0.00611363 0.00298849 0.00154521 0.00090585 0.0010761
0.00583702 0.00544712 0.00311152 0.00369872 0.00429357 0.00578848
0.00119229 0.00119503 0.0008298 0.00297336 0.01018346 0.00132142
0.00268247 0.00251645 0.01027952 0.00345863 0.00253165 0.00139582
0.00286188 0.00104973 0.00239657 0.0011286 0.00170675 0.00179369]
final inputs: [-0.08091216 -0.00520195 0.02567415 0.09409983 0.00378831 0.0543456
-0.00276189 -0.04678767 -0.0674654 0.07482612]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-1.05008902 0.01686534 0.15505199 0.95447476 0.07590809 0.52127505
-0.18609254 -0.58430972 -0.73556355 0.59595822]
[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
-0.21052095 -0.70217295 -1.00543494 0.82866565]
[-0.91668807 -0.08088545 0.43121662 1.1935835 0.19125619 0.75478373
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[-1.27476574 -0.10744252 0.43040413 1.1562937 0.14097387 0.69393529
-0.12853466 -0.57758666 -1.00730676 0.74500097]
[-0.99341006 0.07071905 0.07337388 1.06889207 -0.01387313 0.37549725
-0.07314717 -0.37880399 -0.69114958 0.84054898]
[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
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[-0.48824204 0.13008119 0.12325194 1.07547648 -0.27864839 0.58961635
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[-0.83841469 0.27982149 0.37712815 0.81295435 0.33822712 0.85376512
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0.13855317 -0.50001866 -0.94554934 0.7404614 ]
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[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
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[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
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[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [-0.59423371 -0.66994391 -0.70082002 -0.76924569 -0.67893418 -0.72949147
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[-0.54486259 -0.03562667 0.17361053 0.65637771 0.045814 0.3882619
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X: [ 0. 0. -0.60754843 -0.65945653 0.03189788 0. 0.
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[ -1.32410047e+00 7.40954674e-02 -3.99336613e-02 ..., -4.98285989e-01
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[ -1.40359352e+00 -2.76604200e-01 -1.37349864e-01 ..., -3.20580862e-01
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...,
[ -1.66605735e+00 -8.16632024e-02 -2.16650241e-01 ..., -3.60381601e-01
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[ -1.43564734e+00 -1.44114187e-01 -2.26310702e-01 ..., -5.16113719e-01
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[ -1.40530073e+00 -4.46396993e-02 -1.26657959e-01 ..., -5.39872105e-01
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hidden inputs: [-3.14106993 -3.22948854 -4.32025773 -4.21140498 -3.69716884 -4.93282479
-3.56479855 -3.69209202 -3.69103366 -3.79196883 -3.31835072 -3.57783398
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-4.08885689 -4.4820911 -4.60464969 -4.32478758 -3.81317541 -4.10116635]
hidden Outputs: [ 0.04144459 0.03807097 0.01312198 0.01460894 0.02419377 0.00715456
0.02752369 0.02431392 0.02433904 0.02205382 0.03494699 0.02717692
0.01122008 0.01083882 0.00843075 0.01928326 0.06651498 0.012682
0.02442139 0.01692856 0.03214664 0.02755256 0.02204915 0.02165587
0.01648216 0.01118326 0.00990609 0.01306345 0.02160105 0.01628381]
final inputs: [-0.54486259 -0.03562667 0.17361053 0.65637771 0.045814 0.3882619
-0.03172532 -0.30418084 -0.46675905 0.51066386]
[[-0.6067415 -0.11243261 0.28700863 0.94186818 -0.18267604 0.81278938
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[-0.83868028 -0.06025582 0.46583399 0.8664142 0.08695495 0.89190521
-0.07458632 -0.31600371 -0.48526374 0.29902839]
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[-0.88713392 -0.20006605 0.22732924 1.17121423 0.21858929 0.75028956
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[-0.50496229 0.15617954 0.06135008 0.87222749 0.00653747 0.2435699
0.09634764 -0.55025852 -0.72831653 0.705571 ]
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[-0.90042793 0.15270122 0.44626812 0.82277884 0.04714627 0.42537078
-0.15924918 -0.37747254 -0.57991164 0.89997678]
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[-0.82975147 -0.27123434 0.36871602 1.25594853 0.06843232 0.89400512
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[-0.74769215 0.00598269 0.38367715 1.0063716 0.19883302 0.67126262
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[-0.84272332 -0.20019904 0.0352235 1.06448557 0.11833124 0.67548873
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[-0.83458472 -0.1724654 0.56028451 0.78657233 0.04467609 0.37445175
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[-0.32647254 0.2011883 0.36996898 1.26370002 0.60660961 0.47651934
-0.12412306 -0.34702683 -0.67678241 1.02790869]
[-0.74034117 -0.1160858 0.06597336 1.15050766 0.39572662 0.54425009
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[-0.96684055 -0.19248177 0.40587575 1.35642106 -0.01031629 0.41752986
-0.32079368 -0.10841212 -0.89300928 0.82763153]
[-1.07643877 0.07539353 0.17237227 0.85744299 0.07593098 0.60055273
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[-0.87675698 -0.01428159 0.27946025 0.86526814 0.12207589 0.96840873
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[-0.59828764 -0.05337405 0.55138989 0.9743857 -0.03651265 0.64012027
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[-0.83706724 -0.25337569 0.36014583 1.25326014 0.03291136 0.59234752
-0.066262 -0.87385772 -0.69494361 0.58216247]
[-1.02534553 0.11037139 -0.02942499 1.15357993 0.25354764 0.50260677
-0.30587228 -0.55119562 -0.75818373 0.59546742]
[-1.13384069 0.12775173 0.51485932 1.18266749 0.05883781 0.81023867
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oet: [ 1.23144156 0.72220564 0.51296845 0.03020126 0.64076498 0.29831708
0.71830429 0.99075981 1.15333803 0.17591512]
Progress: 2.3% ... Training loss: 1.205 ... Validation loss: 1.401[-0.10472044 -0.00624414 0.03319891 0.12676766 0.00567635 0.07352997
-0.00399635 -0.06055809 -0.09003166 0.10185631]
X: [ 1. 0. 1.05430474 -1.48877358 -1.55384381 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
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[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-4.52315297 -4.97439387 -5.83630702 -6.43537384 -6.15145774 -7.33007145
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-6.06352362 -6.5271517 -6.19943458 -6.31355404 -5.78329013 -5.98160948]
hidden Outputs: [ 0.01073818 0.00686525 0.00291111 0.00160124 0.00212585 0.0006551
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final inputs: [-0.10472044 -0.00624414 0.03319891 0.12676766 0.00567635 0.07352997
-0.00399635 -0.06055809 -0.09003166 0.10185631]
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oet: [ 2.61060792 2.51213161 2.47268857 2.37911982 2.50021112 2.43235751
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[-0.47681413 -0.03124896 0.15113496 0.55161061 0.0374792 0.32160473
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X: [ 0. 0. -0.39981678 -0.24479801 0.03189788 0. 0.
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[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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...,
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[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-3.66308706 -3.44644175 -4.20995368 -4.02098283 -4.36483682 -4.75148651
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hidden Outputs: [ 0.02501157 0.03087515 0.01462985 0.01761932 0.01255705 0.00856485
0.02743654 0.02975699 0.01566406 0.01437129 0.02835356 0.03242076
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final inputs: [-0.47681413 -0.03124896 0.15113496 0.55161061 0.0374792 0.32160473
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oet: [ 0.55144389 0.10587872 -0.07650521 -0.47698085 0.03715056 -0.24697497
0.09288236 0.35227091 0.48074123 -0.35647314]
[-0.20404358 -0.01931042 0.06299458 0.23340566 0.01167801 0.13321287
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X: [ 0. 0. -0.39981678 1.62116534 -0.21168512 0. 1.
0. 0. 1. 0. 0. 0. 0.
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-5.13416161 -4.00278183 -5.3099759 -5.12003125 -5.34412849 -5.17593664
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hidden Outputs: [ 0.00585748 0.01793714 0.00491774 0.00594034 0.00475341 0.00561917
0.00937337 0.01148997 0.01789959 0.00948782 0.00812568 0.0164431
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final inputs: [-0.20404358 -0.01931042 0.06299458 0.23340566 0.01167801 0.13321287
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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oet: [-0.80188565 -0.98661881 -1.06892381 -1.23933489 -1.01760724 -1.1391421
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[-0.4134941 -0.04336227 0.11692137 0.45971928 0.01267748 0.25814988
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X: [ 0. 0. -1.54234083 0.06619588 -1.55384381 1. 0.
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[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
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...,
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[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-3.97134176 -3.67670552 -3.88708862 -4.78555322 -4.3027769 -4.53939344
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-3.736108 -4.5480793 -4.2476241 -4.57829462 -4.56163668 -4.8295503 ]
hidden Outputs: [ 0.01849945 0.02468161 0.02009295 0.00828037 0.01335029 0.01056703
0.01269816 0.01728297 0.04062727 0.02028753 0.0113899 0.05117753
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0.02329131 0.0104766 0.01409661 0.01016795 0.01033698 0.00792678]
final inputs: [-0.4134941 -0.04336227 0.11692137 0.45971928 0.01267748 0.25814988
-0.03609785 -0.24646794 -0.35303474 0.35907429]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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[ -1.04238751e+00 1.41223779e-02 1.47909902e-01 9.37436708e-01
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oet: [-0.59794818 -0.96808001 -1.12836365 -1.47116157 -1.02411977 -1.26959217
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[-0.58346669 -0.03206291 0.19210358 0.72293321 0.06604412 0.40752166
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X: [ 0. 0. 0.01564651 0.99917756 -0.69966852 0. 1.
0. 0. 0. 1. 0. 0. 0.
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-3.44298103 -3.86622319 -3.95632013 -3.88463114 -4.44554714 -3.99269505
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-3.72426545 -4.37098265 -4.01493125 -4.08900223 -3.93610286 -3.8210392 ]
hidden Outputs: [ 0.03097887 0.02050792 0.01877418 0.02014139 0.01159467 0.01811569
0.03807624 0.03654072 0.01798742 0.01937924 0.02131521 0.02387587
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0.02356224 0.01248107 0.01772437 0.01647981 0.01915026 0.02143548]
final inputs: [-0.58346669 -0.03206291 0.19210358 0.72293321 0.06604412 0.40752166
-0.02366273 -0.34190355 -0.52289276 0.55707684]
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oet: [-0.38387115 -0.93527492 -1.15944141 -1.69027105 -1.03338196 -1.37485949
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[-0.13612728 -0.00757624 0.04448473 0.16342336 0.01109808 0.09107262
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X: [ 1. 0. 0.53497563 -1.02228274 -0.21168512 0. 0.
1. 0. 1. 0. 0. 0. 0.
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[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
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...,
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[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-5.06917668 -4.75545358 -5.3712322 -6.33251984 -5.92110803 -6.11791432
-5.02386592 -4.41851313 -5.07485008 -4.69154996 -5.08774438 -4.73577252
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-4.94619108 -6.00303977 -5.61449988 -5.72518774 -5.51033917 -5.9818761 ]
hidden Outputs: [ 0.00624831 0.00853123 0.00462689 0.00177439 0.00267505 0.0021982
0.00653604 0.01190861 0.00621318 0.00908909 0.00613407 0.00869932
0.00355328 0.00272137 0.00124966 0.00619497 0.01345378 0.0025005
0.00505528 0.00371049 0.01756342 0.01039215 0.00576683 0.00248276
0.00706024 0.00246514 0.0036314 0.00325213 0.00402844 0.00251773]
final inputs: [-0.13612728 -0.00757624 0.04448473 0.16342336 0.01109808 0.09107262
-0.00581329 -0.08152734 -0.11918401 0.12732038]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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5.47736989e-02 8.00225798e-01 2.38903774e-02 -4.87249076e-01
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oet: [-0.78159305 -0.91014409 -0.96220506 -1.0811437 -0.92881841 -1.00879296
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[-0.07226346 -0.0043395 0.02338603 0.08628427 0.00385302 0.04858977
-0.00191986 -0.04263951 -0.06187243 0.06998949]
X: [ 1. 0. 0.4311098 -0.34846264 1.13047356 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-4.97007875 -5.35855869 -6.23954409 -6.89630273 -6.99165681 -7.04021931
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-6.28190562 -6.99385998 -6.30571263 -7.39928963 -6.68051695 -6.29531153]
hidden Outputs: [ 0.00689473 0.00468563 0.00194695 0.0010105 0.00091868 0.00087517
0.00495768 0.00753775 0.00219894 0.0027816 0.00342655 0.00419602
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0.00298708 0.00163791 0.01048928 0.00535703 0.0018973 0.00140384
0.00186634 0.00091666 0.00182252 0.00061131 0.00125356 0.00184154]
final inputs: [-0.07226346 -0.0043395 0.02338603 0.08628427 0.00385302 0.04858977
-0.00191986 -0.04263951 -0.06187243 0.06998949]
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-3.54125219e-01 8.93170950e-01]
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oet: [ 2.03787145 1.96994748 1.94222195 1.87932371 1.96175496 1.91701821
1.96752784 2.00824749 2.02748041 1.89561849]
[-0.10277482 -0.00609834 0.03128042 0.12210444 0.00654815 0.06894083
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X: [ 1. 0. 1.36590221 -1.54060589 0.76428167 0. 1.
0. 0. 1. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-4.82643675 -5.01230708 -5.90198091 -6.32138246 -7.00001529 -6.65454958
-4.69555551 -4.3986823 -5.71393679 -5.73327175 -5.15283848 -5.601101
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-5.79861264 -6.80789193 -6.21226918 -6.96461698 -6.24065515 -6.48013565]
hidden Outputs: [ 0.0079513 0.00661153 0.00272657 0.00179423 0.00091104 0.00128649
0.00905308 0.01214423 0.0032888 0.00322603 0.00574972 0.0036802
0.00236147 0.00160998 0.0010548 0.00395234 0.01853563 0.00198406
0.00569199 0.00259366 0.01268162 0.00538585 0.0044075 0.00241715
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final inputs: [-0.10277482 -0.00609834 0.03128042 0.12210444 0.00654815 0.06894083
-0.00267663 -0.05949527 -0.08938057 0.09813861]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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oet: [ 1.7431125 1.64643601 1.60905726 1.51823323 1.63378952 1.57139684
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[-1.12679867 -0.08437647 0.34780779 1.35549702 0.09634064 0.76458417
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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hidden inputs: [-3.08536819 -3.29972343 -3.03912223 -3.38092898 -3.32705204 -3.25093384
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-2.96877334 -3.23126137 -3.22409555 -3.21704898 -2.80445179 -3.35156347]
hidden Outputs: [ 0.04371485 0.03558068 0.04568943 0.03289683 0.03465472 0.03729335
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0.04885669 0.0380061 0.03826897 0.03852916 0.05708408 0.033844 ]
final inputs: [-1.12679867 -0.08437647 0.34780779 1.35549702 0.09634064 0.76458417
-0.07931281 -0.67347441 -0.99719136 1.01392438]
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oet: [ 0.47370503 -0.56871717 -1.00090143 -2.00859066 -0.74943429 -1.41767781
-0.57378083 0.02038077 0.34409772 -1.66701802]
[-0.13765916 -0.0075056 0.04702791 0.16565908 0.01083797 0.09640619
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[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-5.07007441 -4.16718459 -5.32742604 -6.1192579 -5.8322666 -6.37383321
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-5.3364214 -6.36612975 -5.31842069 -6.10659591 -5.32147008 -5.77730417]
hidden Outputs: [ 0.00624274 0.01525937 0.00483308 0.00219526 0.00292286 0.0017027
0.00624112 0.01005839 0.00584998 0.01099067 0.00629462 0.00683897
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0.00703242 0.00498474 0.01700688 0.008235 0.00610438 0.00233238
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final inputs: [-0.13765916 -0.0075056 0.04702791 0.16565908 0.01083797 0.09640619
-0.00510707 -0.07974508 -0.11864171 0.12616053]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-3.89447133 -3.72437738 -4.14822159 -4.73924044 -4.83954476 -4.64397367
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-3.82390589 -4.96320253 -4.21701612 -4.87150558 -4.74805821 -4.28585131]
hidden Outputs: [ 0.01994811 0.02355967 0.01554695 0.00866947 0.00784857 0.00952775
0.01138379 0.01657893 0.01964358 0.01458813 0.00920955 0.02991763
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0.02137543 0.00694198 0.01452838 0.00760356 0.00859401 0.01357508]
final inputs: [-0.34788244 -0.02916914 0.10470631 0.39985103 0.0189077 0.23050956
-0.02299745 -0.20680652 -0.29880552 0.30737061]
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hidden inputs: [-3.75233241 -4.02488885 -4.42004844 -4.47739291 -5.34503083 -4.82696141
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hidden Outputs: [ 0.02292507 0.01755184 0.01189056 0.01123533 0.00474914 0.00794716
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final inputs: [-0.34848449 -0.02422132 0.09900969 0.41246147 0.02024338 0.23043914
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hidden inputs: [-3.69031448 -3.74498544 -4.10702058 -4.51133574 -4.56002726 -4.78290833
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-4.51332647 -4.43859574 -3.47775391 -4.00040236 -4.55530624 -4.56300252
-4.18279847 -4.48807429 -4.22490852 -4.75031385 -4.54204264 -5.00465205]
hidden Outputs: [ 0.02435612 0.02309021 0.01619029 0.01086445 0.01035346 0.00830211
0.02458579 0.02467016 0.016835 0.01402359 0.01810476 0.03721374
0.01190682 0.00568184 0.00834358 0.01251807 0.03014163 0.00890849
0.01084307 0.01167461 0.02995187 0.0179791 0.01040194 0.01032302
0.01502651 0.01111729 0.01441582 0.00857482 0.01053937 0.00666199]
final inputs: [-0.38284861 -0.02555764 0.1183893 0.44515899 0.02357829 0.25330334
-0.0191467 -0.22595405 -0.32917397 0.35326556]
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
5.47736989e-02 8.00225798e-01 2.38903774e-02 -4.87249076e-01
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oet: [-0.57346311 -0.93075408 -1.07470102 -1.40147071 -0.97989001 -1.20961506
-0.93716502 -0.73035767 -0.62713775 -1.30957729]
[-0.40021911 -0.02383747 0.13473165 0.49792184 0.04101734 0.28623028
-0.01186258 -0.23536213 -0.35517576 0.38753303]
X: [ 0. 0. 1.05430474 -1.79976747 0.76428167 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
-0.50690259]]
hidden inputs: [-3.54909669 -3.51444995 -4.46515269 -4.75325668 -4.65101692 -5.50129118
-3.85666569 -3.43058911 -4.03124021 -3.79479133 -3.74630985 -4.03935474
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-4.59968861 -5.1094104 -4.43400247 -4.89671278 -4.18144025 -4.76460858]
hidden Outputs: [ 0.0279471 0.02890387 0.01137213 0.00854984 0.00946151 0.00406491
0.02070078 0.03135304 0.01744265 0.02199303 0.02306036 0.01730413
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0.02432817 0.01418217 0.04345896 0.03419827 0.0199249 0.00841917
0.00995487 0.00600338 0.01172773 0.0074157 0.01504663 0.00845414]
final inputs: [-0.40021911 -0.02383747 0.13473165 0.49792184 0.04101734 0.28623028
-0.01186258 -0.23536213 -0.35517576 0.38753303]
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-3.54125219e-01 8.93170950e-01]
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[ -1.06882735e+00 7.22181155e-02 1.64658212e-01 8.39514849e-01
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[ -5.91644147e-01 -5.58676088e-02 5.45034938e-01 9.59372742e-01
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[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
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oet: [ 0.52446637 0.14808473 -0.01048439 -0.37367458 0.08322992 -0.16198302
0.13610985 0.35960939 0.47942302 -0.26328577]
[-0.34851141 -0.02095611 0.11374351 0.41818759 0.03280956 0.23735647
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X: [ 0. 0. 1.26203639 0.16986051 -0.69966852 0. 0.
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[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
-0.50690259]]
hidden inputs: [-4.09121981 -3.67123754 -4.29936906 -4.76229895 -4.66895169 -4.8462747
-4.01070073 -3.62523819 -3.96839945 -3.9978632 -4.25504768 -3.81034962
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-4.21819505 -5.08479259 -4.48214124 -5.05789492 -4.2850161 -4.89657217]
hidden Outputs: [ 0.0164439 0.02481358 0.01339525 0.00847353 0.00929489 0.00779633
0.01779818 0.02595134 0.01855295 0.01802399 0.01399381 0.02166086
0.01152722 0.00470284 0.00758396 0.01261612 0.02224336 0.0078974
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0.01451151 0.00615209 0.0111827 0.00631875 0.01358627 0.00741673]
final inputs: [-0.34851141 -0.02095611 0.11374351 0.41818759 0.03280956 0.23735647
-0.01469491 -0.20497802 -0.304829 0.32131301]
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5.47736989e-02 8.00225798e-01 2.38903774e-02 -4.87249076e-01
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oet: [-0.43689558 -0.76445088 -0.89915049 -1.20359458 -0.81821654 -1.02276345
-0.77071208 -0.58042896 -0.48057798 -1.10672 ]
[-0.45163716 -0.02653788 0.13506893 0.54295612 0.03957538 0.3058285
-0.02314067 -0.26024926 -0.3990955 0.4210626 ]
X: [ 0. 0. 1.7813655 -0.50395959 0.51988127 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0. ]
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-0.67630199]
[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-3.63663971 -3.62592285 -4.22569486 -4.58127362 -4.84586594 -5.00809388
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-3.77163068 -4.98914967 -4.59738433 -4.66065459 -4.32770477 -4.53679029]
hidden Outputs: [ 0.02566468 0.02593403 0.01440465 0.01013801 0.0077995 0.00663926
0.03638968 0.04112738 0.01906725 0.0138729 0.02425648 0.01602672
0.01066563 0.00947367 0.00669002 0.01502663 0.06072708 0.01112462
0.02245048 0.01186129 0.03288535 0.02649673 0.02504301 0.0168855
0.02249675 0.00676537 0.00997761 0.00937161 0.01302589 0.01059428]
final inputs: [-0.45163716 -0.02653788 0.13506893 0.54295612 0.03957538 0.3058285
-0.02314067 -0.26024926 -0.3990955 0.4210626 ]
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-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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[ -1.06882735e+00 7.22181155e-02 1.64658212e-01 8.39514849e-01
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[ -8.70407216e-01 -1.69497777e-02 2.72969063e-01 8.50217913e-01
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[ -5.91644147e-01 -5.58676088e-02 5.45034938e-01 9.59372742e-01
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[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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oet: [ 0.43254497 0.00744568 -0.15416113 -0.56204831 -0.05866757 -0.32492069
0.00404847 0.24115707 0.3800033 -0.4401548 ]
[-0.50292771 -0.04597715 0.14853339 0.57571058 0.02404719 0.33280908
-0.03540535 -0.29503003 -0.43081064 0.44608517]
X: [ 0. 0. -1.43847501 -1.33327663 1.13047356 1. 0.
0. 0. 1. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 1. 0. 0. 0. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
-0.50690259]]
hidden inputs: [-3.36894174 -3.28124284 -3.51232706 -4.74754749 -4.39108641 -4.41280335
-4.10593506 -3.74612487 -3.37513142 -3.79258628 -4.10824234 -3.04571645
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-3.6123949 -4.64835933 -4.06663665 -4.64130658 -4.30238939 -4.34976658]
hidden Outputs: [ 0.03328034 0.03622031 0.02896352 0.00859837 0.0122357 0.01197599
0.01620759 0.02306453 0.03308177 0.02204051 0.01617084 0.04540277
0.01018064 0.01657799 0.00567195 0.01856967 0.05030768 0.01074548
0.01685415 0.0152775 0.03067355 0.01867991 0.02099517 0.01218881
0.02627797 0.00948645 0.01684626 0.00955295 0.0133554 0.01274529]
final inputs: [-0.50292771 -0.04597715 0.14853339 0.57571058 0.02404719 0.33280908
-0.03540535 -0.29503003 -0.43081064 0.44608517]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
5.47736989e-02 8.00225798e-01 2.38903774e-02 -4.87249076e-01
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oet: [ 0.09240854 -0.36454203 -0.55905257 -0.98622976 -0.43456636 -0.74332826
-0.37511382 -0.11548914 0.02029146 -0.85660435]
[-0.30134932 -0.01802874 0.09431538 0.35738866 0.02440123 0.21037422
-0.01160897 -0.17264243 -0.2610866 0.27901367]
X: [ 1. 0. 0.01564651 0.48085441 0.27629827 0. 0.
0. 1. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0. ]
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-0.67630199]
[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-4.0376237 -4.17728858 -4.8697593 -4.39099408 -4.63818381 -4.76139988
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-4.36212597 -5.10138263 -5.0676453 -5.17044011 -4.68351814 -4.87046097]
hidden Outputs: [ 0.01733359 0.01510828 0.00761675 0.01223681 0.00958254 0.00848108
0.02120759 0.02294272 0.00866813 0.0135374 0.0208718 0.01159214
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0.00912755 0.01664485 0.02743645 0.01137494 0.00659636 0.00817669
0.0125907 0.00605148 0.00625782 0.00564996 0.00916171 0.00761145]
final inputs: [-0.30134932 -0.01802874 0.09431538 0.35738866 0.02440123 0.21037422
-0.01160897 -0.17264243 -0.2610866 0.27901367]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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[ -9.59238174e-01 -1.95063993e-01 3.98986703e-01 1.33986559e+00
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[ -1.06882735e+00 7.22181155e-02 1.64658212e-01 8.39514849e-01
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[ -8.70407216e-01 -1.69497777e-02 2.72969063e-01 8.50217913e-01
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[ -5.91644147e-01 -5.58676088e-02 5.45034938e-01 9.59372742e-01
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[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
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oet: [ 3.57906464 3.29574406 3.18339994 2.92032666 3.25331409 3.0673411
3.28932429 3.45035775 3.53880192 2.99870165]
[-0.24780878 -0.0149463 0.07732607 0.2909207 0.01840447 0.16759675
-0.01446712 -0.14021536 -0.21290683 0.22415619]
X: [ 1. 0. -0.19208513 0.48085441 -1.55384381 0. 1.
0. 0. 0. 1. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-4.30434632 -4.38847692 -4.46285088 -5.07653258 -5.36441425 -4.67839332
-3.99817227 -4.20030168 -4.5407171 -4.64334882 -4.34678494 -4.51686377
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-4.60548155 -4.97117218 -4.84951817 -5.05714026 -5.07522868 -4.76730084]
hidden Outputs: [ 0.01332963 0.01226728 0.01139803 0.0062028 0.0046584 0.00920835
0.01801852 0.01476964 0.0105532 0.00953364 0.01278286 0.0108052
0.00554796 0.00547539 0.0044301 0.01273074 0.01883112 0.00581903
0.00852881 0.01340415 0.01519777 0.00971744 0.00726928 0.01048322
0.00989794 0.00688725 0.00777128 0.00632349 0.00621084 0.0084316 ]
final inputs: [-0.24780878 -0.0149463 0.07732607 0.2909207 0.01840447 0.16759675
-0.01446712 -0.14021536 -0.21290683 0.22415619]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
-1.86777205e-01 8.00555955e-01 9.33865751e-02 -4.29599405e-01
-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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[ -1.04238751e+00 1.41223779e-02 1.47909902e-01 9.37436708e-01
7.13558672e-02 5.09888112e-01 -1.89033758e-01 -5.81276143e-01
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[ -8.80036296e-01 -2.02554611e-01 2.20786670e-01 1.15558016e+00
2.14399547e-01 7.39814356e-01 -2.13191407e-01 -6.99390911e-01
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[ -9.08729684e-01 -8.33325147e-02 4.24361301e-01 1.17685439e+00
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
5.47736989e-02 8.00225798e-01 2.38903774e-02 -4.87249076e-01
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oet: [ 0.86271803 0.62985555 0.53758318 0.32398855 0.59650478 0.4473125
0.62937637 0.75512461 0.82781608 0.39075306]
[-0.72997569 -0.04589962 0.23091374 0.88493156 0.07260606 0.51175759
-0.03141851 -0.43102661 -0.65176627 0.67111488]
X: [ 0. 0. -0.19208513 0.22169283 0.76428167 1. 0.
0. 0. 0. 1. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
-0.67630199]
[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
-0.50690259]]
hidden inputs: [-3.58101465 -3.37191013 -3.14629218 -3.45421587 -4.06239932 -3.81912869
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-3.32220024 -4.26689963 -3.67726249 -3.85395875 -3.75512679 -3.5721698 ]
hidden Outputs: [ 0.02709296 0.03318497 0.04123763 0.03064338 0.01691659 0.02147559
0.0376726 0.04726423 0.02042526 0.03394339 0.02653854 0.02721877
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0.02790439 0.03572083 0.04685186 0.03350857 0.03369343 0.0172344
0.03481739 0.01383121 0.02466821 0.02075573 0.02286256 0.02732708]
final inputs: [-0.72997569 -0.04589962 0.23091374 0.88493156 0.07260606 0.51175759
-0.03141851 -0.43102661 -0.65176627 0.67111488]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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[ -1.04238751e+00 1.41223779e-02 1.47909902e-01 9.37436708e-01
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[ -1.06882735e+00 7.22181155e-02 1.64658212e-01 8.39514849e-01
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[ -8.70407216e-01 -1.69497777e-02 2.72969063e-01 8.50217913e-01
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[ -5.91644147e-01 -5.58676088e-02 5.45034938e-01 9.59372742e-01
-4.05922297e-02 6.30055585e-01 4.32496427e-01 -7.81958406e-01
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[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
5.47736989e-02 8.00225798e-01 2.38903774e-02 -4.87249076e-01
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oet: [ 0.73293572 0.04885965 -0.22795371 -0.88197153 -0.06964603 -0.50879756
0.03437854 0.43398664 0.6547263 -0.66815485]
[-0.18343381 -0.0122173 0.05801672 0.21339194 0.01171715 0.12416575
-0.00964005 -0.10595617 -0.15722411 0.16581044]
X: [ 1. 0. -0.39981678 0.74001598 -1.55384381 0. 1.
0. 0. 0. 1. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 1. 0. 0. 0. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
-0.67630199]
[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
-0.50690259]]
hidden inputs: [-4.63411152 -4.57388697 -4.76977233 -5.19372239 -5.52713374 -5.19515923
-4.55659835 -4.69103409 -4.71356043 -4.60541259 -4.59639307 -4.53052416
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-4.98004936 -4.82899921 -4.20008035 -5.00622601 -5.1559021 -5.36027251
-4.87248824 -5.44998478 -4.96817379 -5.37254412 -5.36287583 -5.31934106]
hidden Outputs: [ 0.00962127 0.01021241 0.00841097 0.00552066 0.00396162 0.00551277
0.01038865 0.00909374 0.00889298 0.00989861 0.0099874 0.01066016
0.00384102 0.00326902 0.0030666 0.00941908 0.0150782 0.00474146
0.0068268 0.00793111 0.01477286 0.00665159 0.00573223 0.00467764
0.00759615 0.00427799 0.00690779 0.00462085 0.00466554 0.00487213]
final inputs: [-0.18343381 -0.0122173 0.05801672 0.21339194 0.01171715 0.12416575
-0.00964005 -0.10595617 -0.15722411 0.16581044]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
8.12326338e-02 8.76764946e-01 -7.80870367e-02 -3.11290356e-01
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[ -1.04238751e+00 1.41223779e-02 1.47909902e-01 9.37436708e-01
7.13558672e-02 5.09888112e-01 -1.89033758e-01 -5.81276143e-01
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[ -8.80036296e-01 -2.02554611e-01 2.20786670e-01 1.15558016e+00
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[ -9.08729684e-01 -8.33325147e-02 4.24361301e-01 1.17685439e+00
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[ -1.26840438e+00 -1.10104828e-01 4.23921423e-01 1.14125265e+00
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[ -4.91639465e-01 1.53465322e-01 5.18996714e-02 8.47576367e-01
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5.47736989e-02 8.00225798e-01 2.38903774e-02 -4.87249076e-01
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oet: [-0.47517289 -0.6463894 -0.71662342 -0.87199864 -0.67032385 -0.78277245
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[-0.11535273 -0.0094942 0.0334531 0.13438184 0.0065221 0.07507148
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X: [ 1. 0. -1.43847501 -0.14113338 -0.69966852 1. 0.
0. 0. 1. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-5.09795747 -4.9362271 -5.48237571 -6.03436766 -5.97765083 -6.50178781
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-5.33637973 -6.21028919 -5.64267946 -6.21974024 -5.49284466 -5.933962 ]
hidden Outputs: [ 0.00607212 0.00713043 0.00414221 0.00238929 0.00252837 0.0014985
0.00516766 0.0070331 0.00884421 0.00612018 0.00439942 0.01007354
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0.00479021 0.00200463 0.00353085 0.00198581 0.00409925 0.00264098]
final inputs: [-0.11535273 -0.0094942 0.0334531 0.13438184 0.0065221 0.07507148
-0.008185 -0.06814091 -0.10032569 0.10515962]
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[ -5.91644147e-01 -5.58676088e-02 5.45034938e-01 9.59372742e-01
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[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
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oet: [-0.82441983 -0.93027835 -0.97322565 -1.0741544 -0.94629465 -1.01484404
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[-0.96738553 -0.06052785 0.31481018 1.15948673 0.0822686 0.6599843
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X: [ 0. 0. 0.32724398 0.53268672 -0.21168512 0. 0.
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0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 1. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-3.0518433 -3.19780363 -3.06679863 -3.78215277 -3.5869387 -3.01890164
-3.06040178 -2.66981668 -3.10435534 -2.85630834 -3.30844901 -3.02926549
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-2.69121762 -3.7318724 -3.41602755 -3.23292704 -3.33671982 -3.80001801]
hidden Outputs: [ 0.04513796 0.03924846 0.04449774 0.02226652 0.02693724 0.04657923
0.04477052 0.06477807 0.04292796 0.05435615 0.03528247 0.04612113
0.0256728 0.02878951 0.01881612 0.04027507 0.04293517 0.03511463
0.03286662 0.03759976 0.07224375 0.04892034 0.02741508 0.02893602
0.06349358 0.02338786 0.0317983 0.03794525 0.03433274 0.02188089]
final inputs: [-0.96738553 -0.06052785 0.31481018 1.15948673 0.0822686 0.6599843
-0.05332622 -0.5743715 -0.85056738 0.87081896]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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[ -1.04238751e+00 1.41223779e-02 1.47909902e-01 9.37436708e-01
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[ -4.77374528e-01 1.26837301e-01 1.14044389e-01 1.05287454e+00
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[ -8.27546220e-01 2.77633470e-01 3.69444070e-01 7.92901092e-01
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5.47736989e-02 8.00225798e-01 2.38903774e-02 -4.87249076e-01
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oet: [ 0.06069131 -0.84616637 -1.2215044 -2.06618095 -0.98896282 -1.56667852
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[-0.43831896 -0.02819375 0.13997323 0.52203678 0.03406963 0.2998624
-0.02169195 -0.25807847 -0.37574732 0.40117729]
X: [ 0. 0. -0.5036826 -0.03746875 0.51988127 0. 0.
0. 1. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 1. 0.
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-3.5597154 -3.52814492 -4.32049178 -4.39048154 -4.29079274 -4.95600604
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-4.20849229 -4.44643746 -4.27861143 -4.09231711 -3.93983588 -4.40966213]
hidden Outputs: [ 0.02766008 0.02852194 0.01311895 0.01224301 0.01350907 0.00699176
0.02598557 0.02922207 0.02091112 0.01744381 0.02365161 0.02781385
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0.01465093 0.01158447 0.01367237 0.01642617 0.01908027 0.01201321]
final inputs: [-0.43831896 -0.02819375 0.13997323 0.52203678 0.03406963 0.2998624
-0.02169195 -0.25807847 -0.37574732 0.40117729]
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[ -5.91644147e-01 -5.58676088e-02 5.45034938e-01 9.59372742e-01
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[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
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oet: [-0.14310495 -0.55323017 -0.72139714 -1.10346069 -0.61549354 -0.88128631
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[-0.43420264 -0.02610787 0.14285285 0.51761647 0.04605677 0.29401093
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X: [ 1. 0. 0.53497563 1.31017145 0.03189788 0. 0.
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0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
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[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-4.30459239 -3.83173927 -3.97629257 -4.50513086 -4.97594997 -4.17829568
-4.13709217 -3.22797076 -4.23645499 -3.86739121 -4.00511261 -4.29064768
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-3.97608881 -5.12973148 -4.55833394 -4.69343027 -3.93147407 -4.22203344]
hidden Outputs: [ 0.0133264 0.02121218 0.01840977 0.01093133 0.00685465 0.0150933
0.01571821 0.0381266 0.01425268 0.02048447 0.01789613 0.013511
0.01735544 0.00865277 0.00980868 0.01646793 0.03096446 0.01152553
0.02437744 0.01783484 0.05393013 0.01276107 0.03106978 0.01206587
0.01841345 0.00588333 0.01037082 0.00907217 0.0192374 0.01445672]
final inputs: [-0.43420264 -0.02610787 0.14285285 0.51761647 0.04605677 0.29401093
-0.00882611 -0.25353593 -0.37869158 0.3899256 ]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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[ -1.04238751e+00 1.41223779e-02 1.47909902e-01 9.37436708e-01
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[ -1.05429694e+00 -1.22892601e-01 2.38703390e-02 7.68395534e-01
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5.47736989e-02 8.00225798e-01 2.38903774e-02 -4.87249076e-01
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oet: [ 1.18693829 0.77884352 0.6098828 0.23511918 0.70667888 0.45872472
0.76156176 1.00627158 1.13142723 0.36281005]
[-0.4312894 -0.02936697 0.13154994 0.50877276 0.03470667 0.29977075
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X: [ 0. 0. -0.81528007 -0.08930106 1.86203995 0. 0.
0. 1. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-3.40396386 -3.52394436 -4.07875465 -4.22370775 -4.53292908 -4.50392603
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-3.61004529 -4.86458981 -4.1779269 -4.6276314 -4.31223088 -4.6324689 ]
hidden Outputs: [ 0.03217181 0.02863857 0.01664673 0.01443289 0.01063483 0.01094436
0.02573212 0.02248406 0.0142581 0.01323499 0.02441334 0.02343577
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0.02633816 0.00765593 0.01509879 0.00968321 0.01322633 0.00963693]
final inputs: [-0.4312894 -0.02936697 0.13154994 0.50877276 0.03470667 0.29977075
-0.02239632 -0.25142494 -0.37580764 0.39284421]
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[ -1.06882735e+00 7.22181155e-02 1.64658212e-01 8.39514849e-01
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[ -5.91644147e-01 -5.58676088e-02 5.45034938e-01 9.59372742e-01
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[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
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oet: [-0.23834341 -0.64026584 -0.80118275 -1.17840557 -0.70433948 -0.96940356
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[-0.42473451 -0.03959031 0.11558964 0.47631523 0.01824818 0.27237476
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X: [ 0. 0. -1.54234083 0.32535746 -0.82146002 1. 0.
0. 0. 1. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
-0.50690259]]
hidden inputs: [-3.93150785 -3.60668651 -4.08713271 -4.41938413 -4.61835256 -4.54836131
-3.76748302 -3.69399635 -3.39753174 -4.2324894 -4.13420787 -3.29783063
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-3.46300291 -4.69718574 -4.29750168 -4.5254906 -4.40781938 -4.52411755]
hidden Outputs: [ 0.01923676 0.02642443 0.01651014 0.01189837 0.0097726 0.01047368
0.02258814 0.02426878 0.03237269 0.0143085 0.0157629 0.03564569
0.00883406 0.01158227 0.00698715 0.01200635 0.04713974 0.00825002
0.01061963 0.01261413 0.01891155 0.0097054 0.01607054 0.01024304
0.03038344 0.00903847 0.01341996 0.01071338 0.0120351 0.01072794]
final inputs: [-0.42473451 -0.03959031 0.11558964 0.47631523 0.01824818 0.27237476
-0.03545298 -0.25094629 -0.36521753 0.36585666]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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[ -1.04238751e+00 1.41223779e-02 1.47909902e-01 9.37436708e-01
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[ -8.80036296e-01 -2.02554611e-01 2.20786670e-01 1.15558016e+00
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oet: [-0.04642828 -0.43157248 -0.58675243 -0.94747802 -0.48941098 -0.74353755
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[-0.11003871 -0.0079143 0.03264461 0.12765705 0.00459493 0.0708749
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X: [ 1. 0. -0.29595096 -1.43694126 0.51988127 1. 0.
0. 0. 1. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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hidden inputs: [-4.84017512 -5.12420644 -5.623748 -6.00552062 -6.61759058 -6.48704889
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hidden Outputs: [ 0.00784366 0.00591573 0.00359809 0.00245904 0.00133486 0.00152072
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final inputs: [-0.11003871 -0.0079143 0.03264461 0.12765705 0.00459493 0.0708749
-0.0048767 -0.06558502 -0.09395894 0.1002017 ]
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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oet: [ 0.58712156 0.48499714 0.44443824 0.3494258 0.47248792 0.40620795
0.48195955 0.54266786 0.57104178 0.37688115]
[-0.08624446 -0.00655559 0.02652769 0.09974966 0.00323598 0.05573842
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X: [ 1. 1. 0.8465731 1.05100987 -0.45608552 0. 0.
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0. 0. 0. 1. 0. 0. 0. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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...,
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
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[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-5.63630381 -4.86343363 -6.13423628 -6.33400849 -6.59594773 -6.71423542
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-5.79336911 -6.81534483 -6.16505101 -6.52405433 -5.94867082 -6.25841427]
hidden Outputs: [ 0.00355335 0.00766472 0.00216269 0.00177176 0.00136403 0.00121204
0.00299012 0.00972686 0.00503395 0.00596484 0.00348357 0.00789179
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0.00365967 0.00180131 0.01162258 0.00319774 0.00285789 0.00114321
0.00303844 0.00109561 0.0020972 0.00146556 0.00260252 0.00191062]
final inputs: [-0.08624446 -0.00655559 0.02652769 0.09974966 0.00323598 0.05573842
-0.00364163 -0.05163281 -0.07402691 0.07785084]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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oet: [-0.44556195 -0.52525082 -0.5583341 -0.63155607 -0.53504238 -0.58754482
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X: [ 0. 0. 1.88523132 -1.12594737 0.51988127 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-3.37893802 -3.51668087 -3.87494898 -4.56660547 -4.81527009 -4.90311376
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-4.02946544 -5.09759334 -4.38140172 -4.38292683 -4.13551416 -4.44573223]
hidden Outputs: [ 0.03296023 0.02884132 0.02033337 0.01028627 0.00803987 0.00736873
0.0302592 0.05553515 0.02027624 0.0169241 0.02809144 0.02070767
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final inputs: [-0.49950895 -0.03175922 0.15859579 0.60761839 0.04323926 0.34313984
-0.0133167 -0.29563515 -0.44094337 0.46895081]
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[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
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oet: [ 0.37015564 -0.0975941 -0.28794911 -0.73697171 -0.17259258 -0.47249316
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[-0.08191359 -0.00674657 0.02435026 0.09327861 0.00267287 0.05186156
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X: [ 1. 0. -1.12687754 0.63635135 -0.82146002 1. 0.
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0. 0. 0. 0. 0. 0. 0.
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1. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 1. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
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[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-5.3101082 -5.28089847 -5.99799225 -6.4169687 -6.55984457 -6.73279705
-5.65608451 -5.10959962 -5.49647943 -5.57775281 -5.96978251 -4.86380517
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-5.4255194 -6.9832838 -5.83505933 -6.6022276 -6.22832087 -6.10906627]
hidden Outputs: [ 0.00491709 0.0050621 0.00247758 0.00163094 0.0014141 0.00118978
0.003484 0.00600226 0.00408443 0.00376681 0.00254829 0.00766189
0.00145968 0.00143427 0.00130107 0.00332624 0.0120221 0.00125891
0.00182571 0.00164589 0.00989167 0.00332859 0.00356164 0.00138139
0.00438348 0.00092639 0.00291473 0.0013555 0.00196888 0.0022177 ]
final inputs: [-0.08191359 -0.00674657 0.02435026 0.09327861 0.00267287 0.05186156
-0.00435875 -0.04913952 -0.06974167 0.07408177]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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5.47736989e-02 8.00225798e-01 2.38903774e-02 -4.87249076e-01
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oet: [ 0.15654335 0.08137632 0.05027949 -0.01864885 0.07195689 0.02276819
0.07898851 0.12376928 0.14437143 0.00054799]
[-0.36084474 -0.0264609 0.10435656 0.41699805 0.02292663 0.23452546
-0.02754422 -0.2137736 -0.31286807 0.32133919]
X: [ 0. 0. -1.33460919 -0.5557919 -0.82146002 1. 0.
0. 0. 1. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
-0.50690259]]
hidden inputs: [-4.23297797 -4.04452464 -3.96665242 -4.59523969 -4.94885391 -4.8462236
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-3.8343557 -4.64068022 -4.67931723 -4.57054253 -4.40453777 -4.6248373 ]
hidden Outputs: [ 0.01430161 0.01721643 0.01858478 0.00999881 0.0070416 0.00779673
0.01356396 0.02607595 0.02189928 0.01625328 0.0162527 0.02943752
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0.02115793 0.00955888 0.00919993 0.01024627 0.01207419 0.00971004]
final inputs: [-0.36084474 -0.0264609 0.10435656 0.41699805 0.02292663 0.23452546
-0.02754422 -0.2137736 -0.31286807 0.32133919]
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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oet: [-0.64508449 -0.97946833 -1.11028579 -1.42292727 -1.02885586 -1.24045469
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[-0.28163495 -0.01929675 0.0845992 0.32828732 0.01509459 0.18328809
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X: [ 1. 0. -1.23074336 -0.14113338 -1.55384381 1. 0.
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1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
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[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-4.06457307 -4.89056483 -4.37790737 -4.98166186 -4.97709735 -4.76427381
-3.96802164 -3.84151603 -4.09886772 -4.30525625 -4.68596609 -3.9304324
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-3.98576912 -4.57416241 -5.09032495 -4.83770206 -4.89766186 -5.13045636]
hidden Outputs: [ 0.01688048 0.00746109 0.01239601 0.00681587 0.00684684 0.00845695
0.01855983 0.02101014 0.01632067 0.01331767 0.00913952 0.01925706
0.00592232 0.00634457 0.00659441 0.01384687 0.0164766 0.00912795
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0.0182393 0.01020962 0.00611835 0.00786293 0.00740872 0.00587909]
final inputs: [-0.28163495 -0.01929675 0.0845992 0.32828732 0.01509459 0.18328809
-0.01925864 -0.1656097 -0.24382598 0.25431036]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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[-0.68818015 -0.04968824 0.20995944 0.83047661 0.04130456 0.47523929
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hidden inputs: [-2.97288844 -3.46830007 -3.48393759 -3.81038946 -3.86143384 -3.97209558
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hidden Outputs: [ 0.04866582 0.03022777 0.02977273 0.02166001 0.02060434 0.01848576
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final inputs: [-0.68818015 -0.04968824 0.20995944 0.83047661 0.04130456 0.47523929
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oet: [-0.0641485 -0.70264041 -0.96228809 -1.58280526 -0.79363322 -1.22756794
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[-0.05400611 -0.00307556 0.01692359 0.06364075 0.0038771 0.03645281
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hidden inputs: [-5.69734204 -5.52080992 -6.5594678 -6.93943359 -7.02779551 -7.14144518
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hidden Outputs: [ 0.00334365 0.00398665 0.00141464 0.00096788 0.0008861 0.00079098
0.00318699 0.00487243 0.0011806 0.00212027 0.00295184 0.00284952
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final inputs: [-0.05400611 -0.00307556 0.01692359 0.06364075 0.0038771 0.03645281
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[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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[-0.09831612 -0.00539524 0.03237789 0.11722256 0.00803877 0.06567485
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hidden inputs: [-5.25285889 -4.98356264 -5.69722898 -6.30070312 -6.2113093 -6.46560323
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-5.53831665 -6.6584937 -5.91691194 -6.75695743 -5.73944607 -6.31516174]
hidden Outputs: [ 0.0052053 0.00680302 0.00334403 0.00183165 0.00200259 0.00155363
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final inputs: [-0.09831612 -0.00539524 0.03237789 0.11722256 0.00803877 0.06567485
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[-0.21163241 -0.01544354 0.0594457 0.24476614 0.0109048 0.1372547
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[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-4.74766235 -4.99957155 -4.66328191 -5.07832111 -5.50949515 -4.95993942
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hidden Outputs: [ 0.00859739 0.0066957 0.00934725 0.00619178 0.00403183 0.00696451
0.01084661 0.0165676 0.01212773 0.01095878 0.00822489 0.01290543
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final inputs: [-0.21163241 -0.01544354 0.0594457 0.24476614 0.0109048 0.1372547
-0.01569658 -0.1256384 -0.18527462 0.1892269 ]
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
-0.50690259]]
hidden inputs: [-3.81496974 -3.73305959 -3.90389526 -4.32701193 -4.80335177 -4.63311126
-3.45966554 -3.87290073 -3.78330992 -4.30018077 -4.22540591 -3.60210828
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-3.18838842 -4.69395624 -4.04096565 -4.41847414 -4.41734146 -4.78544538]
hidden Outputs: [ 0.02156316 0.02336076 0.0197647 0.0130348 0.00813548 0.0096308
0.03048192 0.02037421 0.02224135 0.01338453 0.01440875 0.02654247
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0.01223114 0.01080906 0.0245044 0.01301123 0.02023125 0.01005723
0.03960503 0.00906744 0.01727675 0.01190907 0.01192241 0.00828125]
final inputs: [-0.42652916 -0.03425699 0.12338358 0.49058706 0.02820156 0.28200945
-0.02917572 -0.25341653 -0.3719843 0.37093514]
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oet: [-0.36990394 -0.76217611 -0.91981668 -1.28702015 -0.82463466 -1.07844255
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hidden inputs: [-3.92754335 -3.88150875 -4.39481892 -4.58075703 -4.94542921 -4.98474023
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-3.77990946 -4.96370473 -4.7104068 -5.08946386 -4.46343749 -4.98367375]
hidden Outputs: [ 0.0193117 0.02020311 0.01219067 0.0101432 0.00706558 0.00679507
0.02169302 0.02567394 0.01745429 0.01355019 0.01459396 0.03215861
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final inputs: [-0.35587225 -0.02916183 0.09788359 0.40494471 0.0148695 0.22921473
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hidden inputs: [-4.69820143 -4.28100448 -5.4599611 -5.67119923 -5.53375042 -6.55497355
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-5.08699169 -5.96186578 -5.45748749 -5.89621664 -5.3989281 -5.69615831]
hidden Outputs: [ 0.00902938 0.01364014 0.0042357 0.00343191 0.00393559 0.001421
0.00883961 0.01272945 0.00522689 0.00939196 0.00869462 0.00771192
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0.00613866 0.00256849 0.00424615 0.00274229 0.00450107 0.0033476 ]
final inputs: [-0.14669795 -0.00749382 0.04810283 0.17446671 0.00972023 0.10254422
-0.00581887 -0.08464463 -0.12556802 0.1355886 ]
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oet: [ 0.78365943 0.64445529 0.58885864 0.46249476 0.62724124 0.53441726
0.64278034 0.72160611 0.76252949 0.50137287]
[-1.09552345 -0.05645024 0.35722283 1.363511 0.1324513 0.77616793
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0. 0. 0. 0. 0. 0. 1.
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hidden inputs: [-3.22570929 -3.1497225 -2.93818881 -3.06485668 -3.14558778 -3.17619004
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-3.31606482 -3.4857937 -3.15516408 -3.44270999 -2.99962741 -3.40802679]
hidden Outputs: [ 0.03820962 0.04110221 0.05029772 0.04458038 0.04126548 0.04007163
0.05712513 0.05701601 0.04240938 0.05910988 0.05142677 0.04283321
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final inputs: [-1.09552345 -0.05645024 0.35722283 1.363511 0.1324513 0.77616793
-0.05877442 -0.64362434 -0.98839848 1.02942836]
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oet: [ 0.19434228 -0.84473093 -1.258404 -2.26469216 -1.03363246 -1.67734909
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[-0.47517259 -0.031403 0.14746447 0.55409298 0.04328107 0.31565297
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...,
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[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-4.12218417 -3.75450085 -4.03547871 -4.09977577 -4.46641188 -3.77489953
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hidden Outputs: [ 0.01595053 0.02287655 0.01737016 0.0163061 0.01135798 0.02242498
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final inputs: [-0.47517259 -0.031403 0.14746447 0.55409298 0.04328107 0.31565297
-0.02572188 -0.27322676 -0.4054612 0.41329246]
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[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
5.47736989e-02 8.00225798e-01 2.38903774e-02 -4.87249076e-01
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oet: [-0.3102344 -0.75400398 -0.93287146 -1.33949997 -0.82868805 -1.10105996
-0.7596851 -0.51218023 -0.37994579 -1.19869944]
[-0.31041612 -0.01577291 0.09486611 0.37763123 0.02159588 0.21515391
-0.01469235 -0.18123459 -0.27250354 0.29208701]
X: [ 1. 0. 0.63884145 0.32535746 -0.82146002 0. 0.
1. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
-0.67630199]
[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
-0.50690259]]
hidden inputs: [-3.88712244 -4.37008644 -4.29190596 -4.98307496 -4.76906663 -4.84723904
-4.04110355 -3.47451958 -4.45624074 -3.81704219 -4.07336388 -4.37417781
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-4.57086576 -5.18641745 -4.87571234 -4.91830426 -4.47725817 -4.59186373]
hidden Outputs: [ 0.02009229 0.01249212 0.01349424 0.00680631 0.00841685 0.00778888
0.01727441 0.03004599 0.01147276 0.02151948 0.0167352 0.01244175
0.00727949 0.00592652 0.00675609 0.01279274 0.02910192 0.01006048
0.01088954 0.01704412 0.02318556 0.01337062 0.01157597 0.00821892
0.01024299 0.00556091 0.00757189 0.00725845 0.01123683 0.01003229]
final inputs: [-0.31041612 -0.01577291 0.09486611 0.37763123 0.02159588 0.21515391
-0.01469235 -0.18123459 -0.27250354 0.29208701]
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-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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[ -1.04238751e+00 1.41223779e-02 1.47909902e-01 9.37436708e-01
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[ -4.77374528e-01 1.26837301e-01 1.14044389e-01 1.05287454e+00
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[ -7.63405346e-01 -1.83778330e-01 -2.34966181e-02 7.19794081e-01
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[ -9.59238174e-01 -1.95063993e-01 3.98986703e-01 1.33986559e+00
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[ -1.06882735e+00 7.22181155e-02 1.64658212e-01 8.39514849e-01
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[ -8.70407216e-01 -1.69497777e-02 2.72969063e-01 8.50217913e-01
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[ -5.91644147e-01 -5.58676088e-02 5.45034938e-01 9.59372742e-01
-4.05922297e-02 6.30055585e-01 4.32496427e-01 -7.81958406e-01
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[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
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oet: [-0.07805083 -0.37269404 -0.48333306 -0.76609818 -0.41006283 -0.60362086
-0.3737746 -0.20723236 -0.11596341 -0.68055396]
[-0.10293171 -0.00470651 0.03454621 0.12480063 0.0087141 0.07191985
-0.00268996 -0.05966982 -0.08900035 0.09942222]
X: [ 1. 0. 0.74270727 -1.38510895 -1.55384381 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
-0.50690259]]
hidden inputs: [-4.87073838 -5.02563355 -5.96387539 -6.45875509 -6.1172023 -6.87901038
-4.96027981 -4.82390722 -5.89191665 -5.03761305 -5.1582115 -5.25282922
-5.60130964 -6.40831998 -6.70793365 -5.31238696 -4.44111159 -6.34290869
-5.15718228 -5.63807899 -4.36596066 -4.96850233 -5.40460928 -6.32676863
-5.4532142 -6.57409007 -5.99603403 -6.23820883 -6.06301649 -5.92125897]
hidden Outputs: [ 0.00760936 0.00652457 0.00256335 0.00156429 0.00219977 0.0010281
0.00696215 0.00797128 0.00275407 0.00644738 0.00571908 0.00520545
0.00367944 0.00164508 0.0012197 0.00490596 0.01164562 0.00175609
0.00572494 0.00354707 0.01254312 0.00690554 0.00447569 0.00178461
0.00426426 0.00139413 0.00248242 0.00194954 0.00232197 0.00267465]
final inputs: [-0.10293171 -0.00470651 0.03454621 0.12480063 0.0087141 0.07191985
-0.00268996 -0.05966982 -0.08900035 0.09942222]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
-1.86777205e-01 8.00555955e-01 9.33865751e-02 -4.29599405e-01
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[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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[ -1.06882735e+00 7.22181155e-02 1.64658212e-01 8.39514849e-01
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[ -8.70407216e-01 -1.69497777e-02 2.72969063e-01 8.50217913e-01
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-1.11569587e+00 8.74766280e-01]
[ -5.91644147e-01 -5.58676088e-02 5.45034938e-01 9.59372742e-01
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[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
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-6.89704421e-01 5.70135264e-01]
[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
5.47736989e-02 8.00225798e-01 2.38903774e-02 -4.87249076e-01
-5.58567188e-01 7.71074745e-01]]
oet: [ 2.28906193 2.19083673 2.15158402 2.06132959 2.17741612 2.11421037
2.18882018 2.24580004 2.27513057 2.08670801]
[-0.06619909 -0.00390195 0.02176862 0.07736279 0.00444794 0.04430645
-0.00212157 -0.03915286 -0.05607488 0.06083981]
X: [ 1. 0. -0.19208513 0.48085441 -0.45608552 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
-0.67630199]
[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
-0.68659366]
[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
-0.50690259]]
hidden inputs: [-5.50609708 -5.28013005 -6.05567252 -6.430537 -6.8550669 -6.86908533
-5.94791684 -5.10857594 -6.33107065 -5.94790113 -5.70277394 -5.65204274
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-6.04090665 -6.42404993 -4.62088155 -5.68624995 -6.16693485 -6.62372131
-5.98823286 -7.3260345 -6.17133496 -6.86198337 -6.05955182 -6.32783405]
hidden Outputs: [ 0.0040455 0.00506597 0.00233904 0.00160899 0.00105299 0.00103835
0.00260447 0.00600837 0.00177696 0.00260451 0.0033256 0.00349806
0.00176558 0.00091055 0.00119322 0.00266918 0.00990178 0.00071668
0.00237375 0.00161945 0.00974815 0.00338082 0.00209326 0.00132672
0.00250182 0.00065775 0.00208409 0.00104574 0.00233001 0.00178271]
final inputs: [-0.06619909 -0.00390195 0.02176862 0.07736279 0.00444794 0.04430645
-0.00212157 -0.03915286 -0.05607488 0.06083981]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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[ -1.04238751e+00 1.41223779e-02 1.47909902e-01 9.37436708e-01
7.13558672e-02 5.09888112e-01 -1.89033758e-01 -5.81276143e-01
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[ -9.08729684e-01 -8.33325147e-02 4.24361301e-01 1.17685439e+00
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[ -4.77374528e-01 1.26837301e-01 1.14044389e-01 1.05287454e+00
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[ -1.03536993e+00 1.10215025e-01 5.20348003e-01 1.50341684e+00
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[ -7.63405346e-01 -1.83778330e-01 -2.34966181e-02 7.19794081e-01
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[ -9.59238174e-01 -1.95063993e-01 3.98986703e-01 1.33986559e+00
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[ -1.06882735e+00 7.22181155e-02 1.64658212e-01 8.39514849e-01
7.08765012e-02 5.88462445e-01 -3.33620872e-01 -6.27619001e-01
-8.81430444e-01 4.89567363e-01]
[ -8.70407216e-01 -1.69497777e-02 2.72969063e-01 8.50217913e-01
1.17805944e-01 9.58207087e-01 7.59007026e-02 -5.55191967e-01
-1.11569587e+00 8.74766280e-01]
[ -5.91644147e-01 -5.58676088e-02 5.45034938e-01 9.59372742e-01
-4.05922297e-02 6.30055585e-01 4.32496427e-01 -7.81958406e-01
-1.01132759e+00 9.48478694e-01]
[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
2.87292114e-02 5.82294900e-01 -6.90441344e-02 -8.71510014e-01
-6.89704421e-01 5.70135264e-01]
[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
2.48326617e-01 4.89537900e-01 -3.09193578e-01 -5.47705879e-01
-7.50799879e-01 5.79782809e-01]
[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
5.47736989e-02 8.00225798e-01 2.38903774e-02 -4.87249076e-01
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oet: [ 1.57422342 1.51192628 1.48625571 1.43066154 1.50357639 1.46371788
1.51014589 1.54717719 1.56409921 1.44718452]
[-3.15076593 -0.20356746 1.07939064 3.88916671 0.38651167 2.30238401
-0.14427514 -1.8144219 -2.81895923 2.91423524]
X: [ 0. 0. -0.81528007 -0.08930106 0.27629827 0. 0.
0. 1. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
-0.67630199]
[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
-0.50690259]]
hidden inputs: [-2.20647275 -1.67024112 -2.09233392 -2.25959941 -1.58944068 -2.12464623
-2.22631955 -1.99559647 -1.73189187 -1.51848232 -1.69153639 -2.39528499
-1.70602657 -2.40895327 -2.25126839 -1.93363894 -1.60231176 -1.90161807
-1.90213159 -1.77297121 -1.8126392 -1.68401481 -1.83696883 -1.89470461
-2.29461413 -2.16422814 -2.04459205 -2.27698322 -1.54176232 -2.10677981]
hidden Outputs: [ 0.09917074 0.15839203 0.10984416 0.09452465 0.1694626 0.10672432
0.09741176 0.11966604 0.15034575 0.17968511 0.1555739 0.08353295
0.1536798 0.08249251 0.09524011 0.12634835 0.16765876 0.12992545
0.12986741 0.14517322 0.14031946 0.15656457 0.13741018 0.13070898
0.09157 0.10300912 0.11459997 0.09304723 0.17627923 0.1084396 ]
final inputs: [-3.15076593 -0.20356746 1.07939064 3.88916671 0.38651167 2.30238401
-0.14427514 -1.8144219 -2.81895923 2.91423524]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
-1.86777205e-01 8.00555955e-01 9.33865751e-02 -4.29599405e-01
-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
8.12326338e-02 8.76764946e-01 -7.80870367e-02 -3.11290356e-01
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[ -1.04238751e+00 1.41223779e-02 1.47909902e-01 9.37436708e-01
7.13558672e-02 5.09888112e-01 -1.89033758e-01 -5.81276143e-01
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[ -8.80036296e-01 -2.02554611e-01 2.20786670e-01 1.15558016e+00
2.14399547e-01 7.39814356e-01 -2.13191407e-01 -6.99390911e-01
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oet: [ 2.89461232 -0.05258614 -1.33554424 -4.14532031 -0.64266527 -2.55853761
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[-0.07338175 -0.00583313 0.02054499 0.08391838 0.00109477 0.0471954
-0.00517787 -0.04318545 -0.06221148 0.06723619]
X: [ 1. 0. -1.02301172 0.94734524 -0.69966852 1. 0.
0. 0. 1. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-5.17090563 -5.26857533 -6.05368244 -6.60462299 -6.44225504 -7.082323
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-5.83919099 -6.98148666 -6.10400002 -6.76487188 -6.12180841 -6.17595117]
hidden Outputs: [ 0.00564735 0.00512455 0.00234369 0.00135226 0.00159028 0.00083912
0.00337811 0.00510639 0.00370701 0.00424163 0.0026402 0.00793661
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0.00290275 0.00092806 0.00222893 0.00115227 0.00218968 0.00207452]
final inputs: [-0.07338175 -0.00583313 0.02054499 0.08391838 0.00109477 0.0471954
-0.00517787 -0.04318545 -0.06221148 0.06723619]
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[ -1.06882735e+00 7.22181155e-02 1.64658212e-01 8.39514849e-01
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[ -8.70407216e-01 -1.69497777e-02 2.72969063e-01 8.50217913e-01
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[ -5.91644147e-01 -5.58676088e-02 5.45034938e-01 9.59372742e-01
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[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
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oet: [-0.58522495 -0.65277357 -0.67915169 -0.74252508 -0.65970146 -0.7058021
-0.65342883 -0.61542124 -0.59639522 -0.72584288]
[-0.1336064 -0.00615243 0.04398506 0.16209021 0.01154779 0.09191947
-0.00293934 -0.07835651 -0.11710532 0.12756767]
X: [ 1. 0. 1.98909715 -1.69610284 0.51988127 0. 0.
1. 0. 1. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
-0.50690259]]
hidden inputs: [-4.91359306 -4.69815072 -5.26922235 -6.16828478 -6.21421596 -6.68313025
-4.83493801 -4.41371383 -6.18839856 -4.69402084 -5.05949576 -5.10916997
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-5.01364285 -6.54624102 -5.71534967 -6.40895206 -5.82502315 -5.76008335]
hidden Outputs: [ 0.00729248 0.00902983 0.00512125 0.00209045 0.00199679 0.00125029
0.00788452 0.01196522 0.00204891 0.00906686 0.00630871 0.00600482
0.00380111 0.00197317 0.00110024 0.0045914 0.01814793 0.00301478
0.00634636 0.00468439 0.0204947 0.00989438 0.00707948 0.00201096
0.00660276 0.00143344 0.00328418 0.00164404 0.00294404 0.00314095]
final inputs: [-0.1336064 -0.00615243 0.04398506 0.16209021 0.01154779 0.09191947
-0.00293934 -0.07835651 -0.11710532 0.12756767]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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[ -1.04238751e+00 1.41223779e-02 1.47909902e-01 9.37436708e-01
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[ -9.08729684e-01 -8.33325147e-02 4.24361301e-01 1.17685439e+00
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oet: [ 1.44867377 1.32121979 1.27108231 1.15297716 1.30351958 1.2231479
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[-0.34938689 -0.0183761 0.10095012 0.41736305 0.02484641 0.24272538
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X: [ 0. 0. 1.98909715 -1.229612 0.76428167 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-3.72722491 -3.72346091 -4.69311246 -4.51687168 -5.18485585 -5.37053457
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-4.05362459 -5.01241396 -4.63034354 -5.26682733 -4.84611798 -5.06481534]
hidden Outputs: [ 0.02349425 0.02358076 0.00907503 0.01080512 0.00556955 0.00463011
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final inputs: [-0.34938689 -0.0183761 0.10095012 0.41736305 0.02484641 0.24272538
-0.01585481 -0.20191225 -0.30965572 0.33149497]
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[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
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oet: [ 1.87395039 1.5429396 1.42361338 1.10720044 1.49971709 1.28183812
1.54041831 1.72647574 1.83421922 1.19306852]
[-0.09979681 -0.00556742 0.03180802 0.11873466 0.00623387 0.06649721
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X: [ 1. 0. 1.36590221 0.16986051 -0.45608552 0. 0.
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0. 0. 0. 0. 0. 1. 0.
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0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 1. 0. 0. 0. 0. 0. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
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[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-4.9403585 -4.86359571 -5.68828175 -6.28257532 -6.77426648 -6.4259919
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-5.91378322 -6.73269422 -6.18204783 -6.46609699 -5.94927004 -6.06235338]
hidden Outputs: [ 0.00710125 0.00766348 0.00337398 0.0018651 0.0011415 0.00161631
0.00567887 0.01447646 0.00430045 0.00458284 0.00509407 0.00613748
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0.00313153 0.00358235 0.01327816 0.00500482 0.00319192 0.00182254
0.00269466 0.0011899 0.00206193 0.00155287 0.00260096 0.0023235 ]
final inputs: [-0.09979681 -0.00556742 0.03180802 0.11873466 0.00623387 0.06649721
-0.00231764 -0.06027136 -0.08584779 0.09329464]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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[ -8.70407216e-01 -1.69497777e-02 2.72969063e-01 8.50217913e-01
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
5.47736989e-02 8.00225798e-01 2.38903774e-02 -4.87249076e-01
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oet: [ 0.86355857 0.76932918 0.73195374 0.64502711 0.75752789 0.69726455
0.7660794 0.82403312 0.84960955 0.67046712]
[-0.95275757 -0.06311045 0.29716825 1.14994838 0.09140986 0.65382973
-0.0558782 -0.57107043 -0.85249103 0.8564922 ]
X: [ 0. 0. 0.63884145 1.93215924 -0.82146002 0. 0.
1. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 1. 0. 0. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
-0.67630199]
[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
-0.50690259]]
hidden inputs: [-3.17395121 -3.24071811 -3.23554276 -3.3408862 -3.81577606 -3.13333306
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-2.88357355 -3.44016973 -3.38350257 -3.21976179 -3.19327273 -3.77836398]
hidden Outputs: [ 0.04015784 0.03766186 0.03784988 0.03419488 0.02154616 0.04175305
0.05786108 0.07812237 0.04909158 0.0341601 0.03857235 0.0326348
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0.05297158 0.03106338 0.03281505 0.03842879 0.03941967 0.02234916]
final inputs: [-0.95275757 -0.06311045 0.29716825 1.14994838 0.09140986 0.65382973
-0.0558782 -0.57107043 -0.85249103 0.8564922 ]
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-3.54125219e-01 8.93170950e-01]
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[ -8.70407216e-01 -1.69497777e-02 2.72969063e-01 8.50217913e-01
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[ -5.91644147e-01 -5.58676088e-02 5.45034938e-01 9.59372742e-01
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[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
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oet: [ 0.93917843 0.04953131 -0.31074739 -1.16352752 -0.104989 -0.66740887
0.04229906 0.55749129 0.83891189 -0.87007134]
[-0.38003471 -0.01910539 0.11514291 0.45437677 0.03702744 0.25374172
-0.01826029 -0.22670281 -0.33842687 0.35167967]
X: [ 0. 0. 0.74270727 -0.29663033 0.03189788 0. 0.
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0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
-0.67630199]
[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-4.20112814 -4.08140068 -4.10262328 -4.7746529 -5.05376379 -4.74310468
-4.09628494 -3.52975474 -4.58565248 -3.89393464 -4.04334806 -3.68108779
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-3.57876958 -4.91306452 -4.41966685 -4.69000515 -4.38164073 -4.5395272 ]
hidden Outputs: [ 0.01475762 0.01660347 0.01626048 0.00837036 0.00634474 0.00863632
0.01636218 0.02847737 0.01009416 0.0199586 0.01723635 0.02457634
0.01011048 0.00741102 0.00523581 0.01206535 0.03832366 0.00696115
0.01343809 0.01199681 0.03699125 0.02420183 0.02953253 0.00845933
0.0271522 0.0072963 0.01189505 0.00910301 0.01235039 0.01056563]
final inputs: [-0.38003471 -0.01910539 0.11514291 0.45437677 0.03702744 0.25374172
-0.01826029 -0.22670281 -0.33842687 0.35167967]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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[ -1.04238751e+00 1.41223779e-02 1.47909902e-01 9.37436708e-01
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[ -4.77374528e-01 1.26837301e-01 1.14044389e-01 1.05287454e+00
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[ -8.27546220e-01 2.77633470e-01 3.69444070e-01 7.92901092e-01
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[ -1.05429694e+00 -1.22892601e-01 2.38703390e-02 7.68395534e-01
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[ -6.87132738e-01 -6.71982267e-02 5.83679039e-01 9.86514025e-01
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[ -1.06882735e+00 7.22181155e-02 1.64658212e-01 8.39514849e-01
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[ -8.70407216e-01 -1.69497777e-02 2.72969063e-01 8.50217913e-01
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-1.11569587e+00 8.74766280e-01]
[ -5.91644147e-01 -5.58676088e-02 5.45034938e-01 9.59372742e-01
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[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
5.47736989e-02 8.00225798e-01 2.38903774e-02 -4.87249076e-01
-5.58567188e-01 7.71074745e-01]]
oet: [-0.44947673 -0.81040605 -0.94465434 -1.2838882 -0.86653887 -1.08325315
-0.81125115 -0.60280863 -0.49108457 -1.1811911 ]
[-0.2362452 -0.01745899 0.07535654 0.27985131 0.01753054 0.16269094
-0.01280551 -0.13686358 -0.20408684 0.21776662]
X: [ 0. 0. 0.63884145 0.53268672 -0.45608552 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
-0.67630199]
[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
-0.68659366]
[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
-0.50690259]]
hidden inputs: [-4.13536225 -3.93717689 -4.7781501 -5.14658503 -5.2172249 -5.52816556
-4.32917223 -4.27443207 -4.28897851 -4.76169724 -4.69248926 -4.23891906
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-4.76213505 -5.25416537 -4.95479437 -5.5112769 -5.03274208 -4.76107009]
hidden Outputs: [ 0.015745 0.0191301 0.00834138 0.00578558 0.00539311 0.00395755
0.01300704 0.01372885 0.01353327 0.00847858 0.00908063 0.0142181
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0.01229502 0.00509961 0.01689134 0.01444235 0.00908741 0.00610663
0.0084749 0.00519854 0.00700018 0.00402468 0.00647866 0.00848386]
final inputs: [-0.2362452 -0.01745899 0.07535654 0.27985131 0.01753054 0.16269094
-0.01280551 -0.13686358 -0.20408684 0.21776662]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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[ -1.06882735e+00 7.22181155e-02 1.64658212e-01 8.39514849e-01
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[ -8.70407216e-01 -1.69497777e-02 2.72969063e-01 8.50217913e-01
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-1.11569587e+00 8.74766280e-01]
[ -5.91644147e-01 -5.58676088e-02 5.45034938e-01 9.59372742e-01
-4.05922297e-02 6.30055585e-01 4.32496427e-01 -7.81958406e-01
-1.01132759e+00 9.48478694e-01]
[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
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-6.89704421e-01 5.70135264e-01]
[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
5.47736989e-02 8.00225798e-01 2.38903774e-02 -4.87249076e-01
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oet: [ 0.91731112 0.69852491 0.60570938 0.40121462 0.66353538 0.51837498
0.69387143 0.8179295 0.88515276 0.4632993 ]
[-0.069043 -0.00387533 0.02222849 0.08156575 0.00360544 0.04684926
-0.00273618 -0.03959221 -0.05808555 0.06492383]
X: [ 1. 0. 0.32724398 0.53268672 -0.69966852 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
-0.67630199]
[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
-0.68659366]
[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
-0.50690259]]
hidden inputs: [-5.1200974 -5.29671857 -6.18873811 -6.70424841 -6.58611924 -7.18370092
-5.52075509 -5.22218639 -6.23274591 -5.66168741 -5.73661395 -5.56999797
-6.69527358 -6.93175519 -6.64177216 -5.9142217 -4.52890581 -7.00412605
-5.54646941 -6.59904221 -4.69710146 -5.58874959 -6.34169487 -6.57995463
-6.20980584 -7.04769987 -6.38119357 -7.15573128 -5.93200398 -6.19477556]
hidden Outputs: [ 0.00593995 0.00498305 0.00204821 0.00122419 0.00137748 0.00075828
0.00398687 0.00536656 0.0019602 0.0034646 0.0032153 0.00379602
0.00123522 0.00097533 0.00130301 0.00269349 0.01067724 0.0009073
0.00388605 0.00135982 0.00903923 0.00372577 0.00175822 0.00138599
0.0020056 0.00086865 0.00169024 0.00077977 0.00264614 0.00203591]
final inputs: [-0.069043 -0.00387533 0.02222849 0.08156575 0.00360544 0.04684926
-0.00273618 -0.03959221 -0.05808555 0.06492383]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
-1.86777205e-01 8.00555955e-01 9.33865751e-02 -4.29599405e-01
-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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[ -1.04238751e+00 1.41223779e-02 1.47909902e-01 9.37436708e-01
7.13558672e-02 5.09888112e-01 -1.89033758e-01 -5.81276143e-01
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[ -8.80036296e-01 -2.02554611e-01 2.20786670e-01 1.15558016e+00
2.14399547e-01 7.39814356e-01 -2.13191407e-01 -6.99390911e-01
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[ -9.08729684e-01 -8.33325147e-02 4.24361301e-01 1.17685439e+00
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[ -1.26840438e+00 -1.10104828e-01 4.23921423e-01 1.14125265e+00
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[ -4.91639465e-01 1.53465322e-01 5.18996714e-02 8.47576367e-01
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[ -4.77374528e-01 1.26837301e-01 1.14044389e-01 1.05287454e+00
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[ -8.27546220e-01 2.77633470e-01 3.69444070e-01 7.92901092e-01
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[ -1.05429694e+00 -1.22892601e-01 2.38703390e-02 7.68395534e-01
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[ -6.87132738e-01 -6.71982267e-02 5.83679039e-01 9.86514025e-01
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[ -1.06882735e+00 7.22181155e-02 1.64658212e-01 8.39514849e-01
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[ -8.70407216e-01 -1.69497777e-02 2.72969063e-01 8.50217913e-01
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
5.47736989e-02 8.00225798e-01 2.38903774e-02 -4.87249076e-01
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oet: [ 1.30692758 1.24175991 1.21565609 1.15631883 1.23427914 1.19103532
1.24062076 1.27747679 1.29597013 1.17296075]
[-0.09925848 -0.00871164 0.02731678 0.11242924 0.00259254 0.06319349
-0.00828006 -0.05925336 -0.08500075 0.08812282]
X: [ 1. 0. -0.9191459 0.68818367 -1.55384381 1. 0.
0. 0. 1. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-5.33582424 -5.12160964 -5.71813849 -6.38581718 -6.16559154 -6.5402318
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-5.13430181 -6.44380983 -5.85387944 -6.3331086 -5.82488318 -5.79355612]
hidden Outputs: [ 0.00479286 0.00593102 0.00327506 0.00168246 0.00209607 0.00144207
0.00405324 0.00746984 0.00765752 0.00533337 0.00370785 0.00832047
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0.00585666 0.00158781 0.00286054 0.00177335 0.00294445 0.00303787]
final inputs: [-0.09925848 -0.00871164 0.02731678 0.11242924 0.00259254 0.06319349
-0.00828006 -0.05925336 -0.08500075 0.08812282]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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-3.54125219e-01 8.93170950e-01]
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[ -8.70407216e-01 -1.69497777e-02 2.72969063e-01 8.50217913e-01
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[ -5.91644147e-01 -5.58676088e-02 5.45034938e-01 9.59372742e-01
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[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
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oet: [ 0.31722769 0.22668086 0.19065243 0.10553997 0.21537667 0.15477572
0.22624927 0.27722257 0.30296996 0.12984639]
[-0.42824338 -0.02631842 0.13462785 0.50314964 0.02825006 0.29690937
-0.02388812 -0.24492552 -0.36263264 0.39322261]
X: [ 0. 0. -0.29595096 0.48085441 -0.21168512 0. 0.
0. 1. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
-0.67630199]
[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-3.31187547 -3.39630598 -3.93273273 -4.47479727 -4.26033296 -4.87781317
-3.87546505 -3.84017404 -4.27278919 -4.09333829 -3.74472422 -3.32674029
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-4.19045688 -4.43631007 -4.22079385 -4.62981516 -4.15012735 -4.3073045 ]
hidden Outputs: [ 0.03516603 0.03241111 0.01921367 0.0112642 0.01392107 0.00755612
0.02032309 0.02103776 0.01375111 0.01640968 0.02309611 0.03466515
0.00973354 0.00912162 0.00933064 0.01502019 0.03371251 0.00797555
0.01544482 0.01740776 0.02629675 0.01671841 0.01480842 0.0142656
0.01491358 0.01170101 0.0144744 0.00966229 0.01551781 0.01329078]
final inputs: [-0.42824338 -0.02631842 0.13462785 0.50314964 0.02825006 0.29690937
-0.02388812 -0.24492552 -0.36263264 0.39322261]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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[ -1.04238751e+00 1.41223779e-02 1.47909902e-01 9.37436708e-01
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[ -8.80036296e-01 -2.02554611e-01 2.20786670e-01 1.15558016e+00
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[ -9.08729684e-01 -8.33325147e-02 4.24361301e-01 1.17685439e+00
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5.47736989e-02 8.00225798e-01 2.38903774e-02 -4.87249076e-01
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oet: [ 0.14452449 -0.25740046 -0.41834674 -0.78686853 -0.31196894 -0.58062825
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[-0.86563543 -0.04950036 0.2888481 1.05652602 0.08695721 0.60450759
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0. 0. 0. 1. 0. 0. 0.
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
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-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-2.75615592 -3.21322096 -3.34528498 -3.95764373 -3.79169139 -3.63789101
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-3.33549078 -3.75456595 -3.91035739 -3.99693273 -3.51616852 -3.61321976]
hidden Outputs: [ 0.05973993 0.03867121 0.0340499 0.01874981 0.0220598 0.02563341
0.06405596 0.04976129 0.03113211 0.02508127 0.03398161 0.03072398
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final inputs: [-0.86563543 -0.04950036 0.2888481 1.05652602 0.08695721 0.60450759
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[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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oet: [ 2.16416363 1.34802856 1.0096801 0.24200218 1.21157098 0.69402061
1.3360914 1.7911364 2.05091335 0.486735 ]
[-0.09107174 -0.00494441 0.0304575 0.10778044 0.00661535 0.06100918
-0.00188572 -0.05378437 -0.07754332 0.08547499]
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0. 1. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 1. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-5.06976709 -5.21619616 -5.88923471 -6.35186311 -6.56993645 -6.90617689
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-5.48867378 -6.88932217 -6.05042946 -6.73828273 -5.74424181 -6.18231814]
hidden Outputs: [ 0.00624464 0.00539863 0.00276145 0.00174046 0.00139992 0.00100058
0.00476062 0.00806739 0.0019138 0.00445244 0.00443331 0.00410125
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0.00409447 0.0019849 0.01625615 0.00575815 0.00320231 0.00151032
0.00411631 0.00101757 0.00235131 0.00118328 0.00319095 0.00206138]
final inputs: [-0.09107174 -0.00494441 0.0304575 0.10778044 0.00661535 0.06100918
-0.00188572 -0.05378437 -0.07754332 0.08547499]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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[ -1.04238751e+00 1.41223779e-02 1.47909902e-01 9.37436708e-01
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5.47736989e-02 8.00225798e-01 2.38903774e-02 -4.87249076e-01
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oet: [ 2.00154916 1.91542183 1.88001992 1.80269698 1.90386207 1.84946824
1.91236314 1.96426179 1.98802074 1.82500243]
[-0.60014328 -0.04500163 0.19072752 0.70232546 0.05125897 0.41203828
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X: [ 0. 0. -0.29595096 -0.45212727 -1.55384381 0. 0.
0. 1. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-3.52396354 -3.0173701 -3.93652048 -3.80223258 -3.91340131 -4.31319528
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-3.62756137 -4.17922599 -4.14697481 -3.90105946 -3.72468639 -4.52940548]
hidden Outputs: [ 0.02863803 0.04664729 0.01914242 0.02183354 0.01958137 0.01321375
0.03353702 0.04127211 0.03665112 0.02283586 0.03487093 0.03326143
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0.02589268 0.01507948 0.01556605 0.01981971 0.02355256 0.01067197]
final inputs: [-0.60014328 -0.04500163 0.19072752 0.70232546 0.05125897 0.41203828
-0.03064159 -0.35092032 -0.51486215 0.53217285]
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[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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oet: [ 0.86773 0.31258835 0.0768592 -0.43473874 0.21632775 -0.14445156
0.29822831 0.61850704 0.78244887 -0.26458613]
[-2.36500663 -0.17404686 0.78857079 2.85184441 0.24917178 1.71729309
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X: [ 0. 0. -0.29595096 1.93215924 0.03189788 0. 0.
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-2.92695773 -1.69037171 -2.14512765 -2.24042104 -1.80921919 -2.45592415
-2.2580053 -2.44443848 -2.27787919 -1.92927737 -2.30267912 -2.25528905
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-2.17259423 -2.33070643 -2.09237027 -2.34435108 -2.15063922 -2.54551186]
hidden Outputs: [ 0.05083692 0.15572696 0.1047874 0.09617894 0.14073252 0.07900641
0.09466118 0.0798462 0.09297164 0.12683059 0.09090132 0.09489422
0.08803179 0.09208167 0.04073621 0.08003504 0.10519489 0.10241001
0.11939287 0.09586008 0.08721503 0.06324723 0.09135274 0.07127431
0.10223867 0.0886116 0.10984061 0.08751583 0.10427151 0.07272858]
final inputs: [-2.36500663 -0.17404686 0.78857079 2.85184441 0.24917178 1.71729309
-0.10592769 -1.36821406 -2.11906988 2.12545393]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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[ -1.04238751e+00 1.41223779e-02 1.47909902e-01 9.37436708e-01
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[ -8.80036296e-01 -2.02554611e-01 2.20786670e-01 1.15558016e+00
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-1.11569587e+00 8.74766280e-01]
[ -5.91644147e-01 -5.58676088e-02 5.45034938e-01 9.59372742e-01
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[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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-7.50799879e-01 5.79782809e-01]
[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
5.47736989e-02 8.00225798e-01 2.38903774e-02 -4.87249076e-01
-5.58567188e-01 7.71074745e-01]]
oet: [ 1.50241686 -0.68854291 -1.65116057 -3.71443418 -1.11176155 -2.57988287
-0.75666208 0.50562429 1.25648011 -2.9880437 ]
[-1.19810538 -0.05191042 0.3901134 1.47170169 0.12856576 0.83587538
-0.03758061 -0.70231566 -1.06819485 1.12216994]
X: [ 0. 0. 1.88523132 0.01436357 0.88607317 0. 0.
1. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
-0.67630199]
[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
-0.68659366]
[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
-0.50690259]]
hidden inputs: [-2.67168466 -3.05778406 -2.64543035 -3.21270351 -3.73331453 -3.17189803
-2.37194144 -2.0218029 -3.46053268 -3.03376362 -2.73540217 -3.59814501
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-2.93945871 -3.79411829 -3.28042655 -3.38464135 -2.95760372 -3.50353544]
hidden Outputs: [ 0.064665 0.0448826 0.06627122 0.03869046 0.02335495 0.04023705
0.08533748 0.1169327 0.0304563 0.04592364 0.06091639 0.02664506
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0.06209676 0.03501165 0.09044771 0.06413766 0.04568668 0.04046535
0.05023709 0.02200751 0.03624881 0.03277892 0.04937837 0.0292118 ]
final inputs: [-1.19810538 -0.05191042 0.3901134 1.47170169 0.12856576 0.83587538
-0.03758061 -0.70231566 -1.06819485 1.12216994]
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-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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[ -8.70407216e-01 -1.69497777e-02 2.72969063e-01 8.50217913e-01
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[ -5.91644147e-01 -5.58676088e-02 5.45034938e-01 9.59372742e-01
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[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
5.47736989e-02 8.00225798e-01 2.38903774e-02 -4.87249076e-01
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oet: [ 0.7379687 -0.40822626 -0.85025008 -1.93183837 -0.58870244 -1.29601206
-0.42255607 0.24217898 0.60805817 -1.58230662]
[-0.35583258 -0.02308777 0.11632244 0.42760455 0.03046469 0.2393263
-0.01477554 -0.21542021 -0.3085042 0.32172953]
X: [ 0. 0. 1.05430474 0.1180282 -0.69966852 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
-0.50690259]]
hidden inputs: [-4.07478224 -3.69831993 -4.57602425 -4.77495204 -4.97832192 -4.88583502
-3.92321981 -3.24474566 -3.83015346 -4.10816839 -4.24707637 -4.02709379
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-4.07671335 -5.06747 -4.73036215 -4.4247604 -4.2802173 -4.52123795]
hidden Outputs: [ 0.01671188 0.02416661 0.01019083 0.00836788 0.00683852 0.0074962
0.01939376 0.03751615 0.02124513 0.01617202 0.01410422 0.01751386
0.00907776 0.00978125 0.0071822 0.01110031 0.02328168 0.00628951
0.01496722 0.01167826 0.0393694 0.02042942 0.01302024 0.00715611
0.01668018 0.00625891 0.00874611 0.01183533 0.01365073 0.01075855]
final inputs: [-0.35583258 -0.02308777 0.11632244 0.42760455 0.03046469 0.2393263
-0.01477554 -0.21542021 -0.3085042 0.32172953]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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[ -1.04238751e+00 1.41223779e-02 1.47909902e-01 9.37436708e-01
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hidden inputs: [-3.80199466 -3.74853111 -4.15080019 -4.60780177 -4.57354399 -5.15639392
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hidden Outputs: [ 0.02183862 0.02301037 0.01550754 0.00987523 0.01021587 0.00572943
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oet: [-0.16112734 -0.53874483 -0.69415556 -1.05165154 -0.59933583 -0.84399841
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hidden inputs: [-3.44831782 -3.05367158 -3.64735539 -3.90613396 -3.70124135 -4.55607891
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hidden Outputs: [ 0.03081907 0.04505923 0.02539808 0.01972137 0.02409781 0.01039399
0.02656179 0.0331421 0.02900331 0.02681847 0.03583194 0.03200504
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final inputs: [-0.61458336 -0.03414062 0.21158028 0.73290105 0.06035091 0.42823041
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-0.67630199]
[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-5.39364361 -5.28399828 -5.89906503 -6.51089973 -6.76139689 -6.90232886
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-5.54063524 -6.99627561 -6.5954806 -6.75754722 -5.91577574 -5.83166421]
hidden Outputs: [ 0.00452481 0.00504651 0.00273451 0.00148493 0.00115627 0.00100443
0.00434654 0.00757792 0.00314805 0.0026606 0.00320226 0.00400238
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0.00265813 0.00208746 0.00922263 0.00375603 0.0023955 0.00151255
0.0039087 0.00091445 0.00136467 0.00116073 0.00268932 0.00292461]
final inputs: [-0.07341311 -0.00421065 0.02281364 0.08566351 0.0048993 0.04826384
-0.00318155 -0.04320571 -0.06198416 0.06599861]
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oet: [ 1.85709024 1.78788778 1.76086349 1.69801362 1.77877783 1.73541329
1.78685868 1.82688284 1.84566129 1.71767852]
[-0.3958556 -0.02056755 0.12929215 0.47752986 0.03397532 0.2766467
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X: [ 0. 0. 1.88523132 -0.81495348 0.27629827 0. 0.
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-3.81407845 -3.31172646 -4.0835309 -4.65501179 -4.84093641 -5.2489959
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-4.12552606 -5.21836407 -4.72462191 -4.88541814 -4.33330816 -4.4099096 ]
hidden Outputs: [ 0.02158198 0.03517109 0.01656872 0.00942414 0.00783774 0.00522534
0.02339991 0.03754527 0.01285565 0.0213101 0.01872779 0.01893666
0.01064521 0.00915409 0.00591925 0.0105248 0.0344728 0.01042458
0.02341839 0.01610097 0.04166055 0.02146364 0.01402931 0.00754304
0.01589816 0.00538701 0.00879601 0.0074993 0.01295405 0.01201028]
final inputs: [-0.3958556 -0.02056755 0.12929215 0.47752986 0.03397532 0.2766467
-0.01365938 -0.22933078 -0.34243909 0.36527253]
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[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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hidden inputs: [-5.14658257 -5.04637834 -4.72768254 -4.99329658 -5.63976061 -5.14482208
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-4.80435153 -5.49370572 -5.00755873 -5.67219646 -4.96171292 -5.31938208]
hidden Outputs: [ 0.00578559 0.00639147 0.00876937 0.00673756 0.00354113 0.00579573
0.00993318 0.01517522 0.00795413 0.00979124 0.00888996 0.00817728
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0.00812742 0.00409573 0.00664279 0.00342851 0.00695225 0.00487193]
final inputs: [-0.18650972 -0.0106528 0.05529271 0.22297517 0.01623638 0.12513758
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oet: [-0.84147173 -1.01732866 -1.08327417 -1.25095662 -1.04421783 -1.15311904
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hidden inputs: [-3.6766138 -3.68243612 -4.14397027 -4.72748335 -4.96770445 -5.18549773
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-4.05783975 -5.08492102 -4.92539013 -4.80984744 -4.31918457 -4.25787137]
hidden Outputs: [ 0.02468382 0.02454404 0.01561215 0.0087711 0.00691101 0.005566
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final inputs: [-0.35813293 -0.02055005 0.11537206 0.42915015 0.03089472 0.24614398
-0.01548701 -0.21010252 -0.30745069 0.32700381]
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hidden inputs: [-4.64878439 -5.23027725 -5.27275523 -5.61693938 -5.93688126 -5.64488584
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-5.29205065 -5.84278824 -5.60000358 -5.97689116 -5.30393002 -5.2025207 ]
hidden Outputs: [ 0.00948245 0.00532355 0.00510328 0.00362258 0.0026333 0.0035231
0.0113103 0.0120014 0.00435426 0.00695071 0.0075585 0.00677798
0.00272733 0.0026109 0.00319133 0.00621565 0.02324742 0.00380899
0.00820797 0.00505697 0.01214382 0.00873361 0.00587859 0.00401552
0.00500624 0.00289235 0.00368423 0.00253028 0.00494742 0.00547256]
final inputs: [-0.15191393 -0.00772521 0.04516478 0.18209185 0.01050693 0.102462
-0.00793389 -0.08674157 -0.13297317 0.14478874]
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-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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[ -6.87132738e-01 -6.71982267e-02 5.83679039e-01 9.86514025e-01
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[ -7.87222692e-01 -2.80644287e-01 3.81855137e-01 1.38514040e+00
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[ -7.38177675e-01 3.79194669e-03 3.76540774e-01 9.88135524e-01
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[ -9.59238174e-01 -1.95063993e-01 3.98986703e-01 1.33986559e+00
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[ -1.06882735e+00 7.22181155e-02 1.64658212e-01 8.39514849e-01
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[ -8.70407216e-01 -1.69497777e-02 2.72969063e-01 8.50217913e-01
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-1.11569587e+00 8.74766280e-01]
[ -5.91644147e-01 -5.58676088e-02 5.45034938e-01 9.59372742e-01
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[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
5.47736989e-02 8.00225798e-01 2.38903774e-02 -4.87249076e-01
-5.58567188e-01 7.71074745e-01]]
oet: [-0.73824112 -0.88242984 -0.93531983 -1.0722469 -0.90066198 -0.99261705
-0.88222117 -0.80341348 -0.75718188 -1.03494379]
[-0.25303389 -0.01967097 0.07900749 0.30075083 0.01632615 0.16638846
-0.00896533 -0.1513633 -0.21996031 0.23126983]
X: [ 1. 0. -1.02301172 -0.08930106 0.88607317 1. 0.
0. 0. 0. 1. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
-0.67630199]
[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
-0.68659366]
[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
-0.50690259]]
hidden inputs: [-4.16195301 -5.01864523 -4.64485394 -5.04079692 -5.40919627 -5.13783812
-4.21603876 -3.7685576 -4.53002414 -4.70367188 -4.66085601 -4.39694576
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-4.81760858 -4.78817805 -3.44826723 -4.4963971 -4.68133174 -4.86321198
-4.417389 -5.46468399 -5.0712176 -4.90449223 -4.78321795 -4.85507708]
hidden Outputs: [ 0.01533818 0.00657003 0.00951944 0.00642702 0.0044553 0.00583611
0.01454238 0.02256443 0.01066544 0.00898056 0.00936974 0.01216508
0.0038322 0.00829079 0.00416004 0.00952623 0.02637536 0.01072838
0.00802124 0.00825884 0.03082058 0.01102616 0.00918158 0.0076664
0.01192185 0.00421583 0.00623565 0.00735866 0.00829957 0.00772854]
final inputs: [-0.25303389 -0.01967097 0.07900749 0.30075083 0.01632615 0.16638846
-0.00896533 -0.1513633 -0.21996031 0.23126983]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
-1.86777205e-01 8.00555955e-01 9.33865751e-02 -4.29599405e-01
-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
8.12326338e-02 8.76764946e-01 -7.80870367e-02 -3.11290356e-01
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[ -1.04238751e+00 1.41223779e-02 1.47909902e-01 9.37436708e-01
7.13558672e-02 5.09888112e-01 -1.89033758e-01 -5.81276143e-01
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[ -8.80036296e-01 -2.02554611e-01 2.20786670e-01 1.15558016e+00
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[ -9.08729684e-01 -8.33325147e-02 4.24361301e-01 1.17685439e+00
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[ -1.26840438e+00 -1.10104828e-01 4.23921423e-01 1.14125265e+00
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[ -4.91639465e-01 1.53465322e-01 5.18996714e-02 8.47576367e-01
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[ -1.05019191e+00 -6.13036690e-01 1.90258598e-01 8.53464806e-01
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[ -4.77374528e-01 1.26837301e-01 1.14044389e-01 1.05287454e+00
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[ -8.27546220e-01 2.77633470e-01 3.69444070e-01 7.92901092e-01
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[ -1.05429694e+00 -1.22892601e-01 2.38703390e-02 7.68395534e-01
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[ -7.87222692e-01 -2.80644287e-01 3.81855137e-01 1.38514040e+00
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[ -1.03536993e+00 1.10215025e-01 5.20348003e-01 1.50341684e+00
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[ -8.92397701e-01 1.50431283e-01 4.39655886e-01 8.06406181e-01
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[ -7.63405346e-01 -1.83778330e-01 -2.34966181e-02 7.19794081e-01
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[ -7.38177675e-01 3.79194669e-03 3.76540774e-01 9.88135524e-01
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[ -8.33702806e-01 -2.02861692e-01 2.76180594e-02 1.04579988e+00
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[ -3.16834524e-01 1.99486463e-01 3.63501422e-01 1.24647913e+00
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[ -7.31830668e-01 -1.19073456e-01 5.81367475e-02 1.13176731e+00
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[ -9.59238174e-01 -1.95063993e-01 3.98986703e-01 1.33986559e+00
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[ -1.06882735e+00 7.22181155e-02 1.64658212e-01 8.39514849e-01
7.08765012e-02 5.88462445e-01 -3.33620872e-01 -6.27619001e-01
-8.81430444e-01 4.89567363e-01]
[ -8.70407216e-01 -1.69497777e-02 2.72969063e-01 8.50217913e-01
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-1.11569587e+00 8.74766280e-01]
[ -5.91644147e-01 -5.58676088e-02 5.45034938e-01 9.59372742e-01
-4.05922297e-02 6.30055585e-01 4.32496427e-01 -7.81958406e-01
-1.01132759e+00 9.48478694e-01]
[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
2.87292114e-02 5.82294900e-01 -6.90441344e-02 -8.71510014e-01
-6.89704421e-01 5.70135264e-01]
[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
2.48326617e-01 4.89537900e-01 -3.09193578e-01 -5.47705879e-01
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
5.47736989e-02 8.00225798e-01 2.38903774e-02 -4.87249076e-01
-5.58567188e-01 7.71074745e-01]]
oet: [-0.10786778 -0.3412307 -0.43990916 -0.6616525 -0.37722783 -0.52729013
-0.35193635 -0.20953837 -0.14094136 -0.5921715 ]
[-0.49955225 -0.03435562 0.15420643 0.58948921 0.04778269 0.33599751
-0.02869476 -0.29469123 -0.43636385 0.44976541]
X: [ 0. 0. -1.33460919 0.37718977 -0.82146002 0. 0.
0. 1. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
-0.67630199]
[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
-0.68659366]
[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
-0.65990006]
[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
-0.50690259]]
hidden inputs: [-3.84901612 -3.56844762 -4.14786093 -3.97824005 -4.03743298 -4.5559022
-3.59132239 -3.69543821 -3.81336141 -4.20252085 -3.79090223 -3.26855737
-4.21242153 -4.47051178 -4.80909244 -4.02374244 -3.41586999 -4.26272256
-3.88784954 -4.27959201 -3.46260019 -3.7469147 -3.5957583 -4.20818777
-3.4853132 -4.4324298 -4.06719455 -3.84831772 -3.7411375 -4.33675912]
hidden Outputs: [ 0.02085643 0.02742619 0.01555247 0.01837461 0.01733683 0.01039581
0.02682258 0.02423466 0.02159712 0.01473738 0.02207683 0.03666575
0.01459431 0.01131203 0.00808929 0.01757162 0.03180315 0.0138883
0.02007798 0.01365915 0.03039531 0.02304674 0.02670703 0.01465532
0.02973302 0.01174597 0.01683703 0.02087069 0.02317717 0.01291 ]
final inputs: [-0.49955225 -0.03435562 0.15420643 0.58948921 0.04778269 0.33599751
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[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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oet: [-0.51189003 -0.97708666 -1.16564872 -1.6009315 -1.05922498 -1.34743979
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[-0.70136825 -0.05039748 0.22513638 0.85588521 0.05686072 0.48528272
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X: [ 0. 0. -0.29595096 0.74001598 0.27629827 0. 1.
0. 0. 0. 1. 0. 0. 0.
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-3.0097572 -3.40397005 -3.71661769 -4.12705307 -4.37379971 -3.70424538
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-3.86250913 -4.0763075 -3.8649464 -3.90275905 -3.81761897 -3.83183185]
hidden Outputs: [ 0.04698702 0.03217162 0.02373884 0.01587429 0.0124464 0.02402727
0.04562469 0.06346577 0.04295173 0.02923104 0.02420428 0.02855524
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0.02058265 0.01668684 0.02053358 0.01978672 0.02150734 0.02121026]
final inputs: [-0.70136825 -0.05039748 0.22513638 0.85588521 0.05686072 0.48528272
-0.02796015 -0.41897453 -0.62223544 0.65831783]
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[ -1.06882735e+00 7.22181155e-02 1.64658212e-01 8.39514849e-01
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[ -8.70407216e-01 -1.69497777e-02 2.72969063e-01 8.50217913e-01
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[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
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oet: [-0.15019541 -0.80116618 -1.07670004 -1.70744887 -0.90842438 -1.33684638
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[-0.24670533 -0.01180811 0.07966694 0.30177366 0.02632478 0.16799313
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X: [ 1. 0. 0.74270727 0.53268672 -0.69966852 0. 0.
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0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-4.37928832 -4.80373373 -4.5981197 -5.01581248 -5.55474241 -5.12072495
-4.18566269 -3.739739 -5.00780056 -4.64332204 -4.48929825 -4.60775886
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-4.51423818 -5.63683516 -5.19569547 -5.02836935 -4.697934 -4.86118035]
hidden Outputs: [ 0.01237911 0.0081324 0.00997035 0.00658854 0.00385415 0.00593624
0.01498418 0.02320885 0.00664119 0.0095339 0.01110384 0.00987565
0.00858956 0.00382052 0.00543585 0.01057338 0.02134987 0.00994894
0.01247807 0.00871483 0.02453007 0.01580892 0.01365599 0.00714822
0.0108333 0.00355147 0.00550984 0.00650687 0.00903177 0.00768187]
final inputs: [-0.24670533 -0.01180811 0.07966694 0.30177366 0.02632478 0.16799313
-0.0071481 -0.14533921 -0.21892164 0.23353316]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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[ -1.04238751e+00 1.41223779e-02 1.47909902e-01 9.37436708e-01
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5.47736989e-02 8.00225798e-01 2.38903774e-02 -4.87249076e-01
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oet: [-0.77025001 -1.00514723 -1.09662228 -1.318729 -1.04328012 -1.18494847
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[-0.18943327 -0.01376617 0.05527828 0.22015673 0.01076264 0.12407001
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X: [ 0. 0. -0.19208513 1.62116534 0.03189788 0. 1.
0. 0. 1. 0. 0. 0. 0.
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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...,
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[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-4.74058102 -4.24637854 -5.11621063 -5.07193372 -5.72658634 -5.56383509
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-5.14614756 -5.43800565 -5.09122025 -5.32404664 -5.0023401 -5.09406137]
hidden Outputs: [ 0.00865796 0.01411393 0.00596294 0.00623121 0.0032476 0.0038194
0.01192205 0.01184232 0.01040947 0.00830213 0.00880713 0.01903857
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0.00578809 0.00432932 0.00611291 0.00484936 0.00667731 0.00609568]
final inputs: [-0.18943327 -0.01376617 0.05527828 0.22015673 0.01076264 0.12407001
-0.01282104 -0.11090947 -0.16263087 0.17094577]
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-3.54125219e-01 8.93170950e-01]
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[ -1.06882735e+00 7.22181155e-02 1.64658212e-01 8.39514849e-01
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[ -5.91644147e-01 -5.58676088e-02 5.45034938e-01 9.59372742e-01
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[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
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oet: [-0.78341762 -0.95908472 -1.02812917 -1.19300762 -0.98361353 -1.0969209
-0.96002985 -0.86194142 -0.81022002 -1.14379667]
[-0.14423462 -0.00543293 0.04443595 0.17300428 0.01180556 0.09670455
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X: [ 1. 0. 1.46976803 -1.54060589 0.27629827 0. 0.
1. 0. 1. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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...,
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[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-4.67168702 -4.93405164 -5.22680801 -6.05725531 -6.22125056 -6.34063972
-4.54396811 -3.85049015 -5.26743284 -5.25457458 -4.53179317 -5.03454643
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-5.0637146 -6.50200272 -5.90692319 -6.11051494 -5.67855024 -5.66725003]
hidden Outputs: [ 0.00926974 0.00714585 0.00534195 0.00233535 0.00198282 0.00176007
0.01051931 0.02082635 0.00513038 0.00519642 0.01064679 0.00646705
0.00284479 0.00216055 0.00145162 0.00527366 0.0165418 0.0037581
0.00819865 0.00414737 0.01575354 0.00797267 0.0064472 0.0031037
0.00628232 0.00149818 0.00271316 0.00221449 0.00340686 0.00344545]
final inputs: [-0.14423462 -0.00543293 0.04443595 0.17300428 0.01180556 0.09670455
-0.00349847 -0.08485348 -0.12625034 0.13722086]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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[ -1.04238751e+00 1.41223779e-02 1.47909902e-01 9.37436708e-01
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[ -9.08729684e-01 -8.33325147e-02 4.24361301e-01 1.17685439e+00
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oet: [ 0.25194271 0.11314103 0.06327214 -0.06529618 0.09590253 0.01100355
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[-0.48126998 -0.03501246 0.15582131 0.58059841 0.03573283 0.3442272
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X: [ 0. 0. 0.11951233 -0.5557919 -0.21168512 0. 0.
0. 1. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
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[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-3.15588677 -3.30181972 -4.25681289 -4.28465055 -3.92507052 -5.02998855
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-4.57535535 -4.78826682 -4.4843025 -4.3398166 -3.91911372 -4.2057402 ]
hidden Outputs: [ 0.04085995 0.03550882 0.01396947 0.01359117 0.01935859 0.00649641
0.01923033 0.0283144 0.01961924 0.02318608 0.03214 0.0282923
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0.01019758 0.00825811 0.01115883 0.01287109 0.019472 0.01469071]
final inputs: [-0.48126998 -0.03501246 0.15582131 0.58059841 0.03573283 0.3442272
-0.02081126 -0.2765426 -0.41262655 0.44982243]
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-3.54125219e-01 8.93170950e-01]
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[ -8.70407216e-01 -1.69497777e-02 2.72969063e-01 8.50217913e-01
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[ -5.91644147e-01 -5.58676088e-02 5.45034938e-01 9.59372742e-01
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[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
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oet: [ 1.57030205 1.12404453 0.93321076 0.50843366 1.05329924 0.74480487
1.10984333 1.36557467 1.50165862 0.63920963]
[-0.14619188 -0.00745967 0.0458105 0.17711772 0.01222027 0.10088156
-0.0066628 -0.08645551 -0.12841081 0.13806073]
X: [ 1. 0. 0.11951233 1.05100987 -0.21168512 0. 1.
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0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-4.65750874 -5.00446416 -5.04050362 -5.22612937 -6.2012511 -5.49271829
-4.74668225 -4.25421962 -5.52965546 -5.09669435 -5.02475885 -5.41014645
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-5.29507942 -5.13443611 -4.45417372 -4.78131835 -5.2433494 -5.73923453
-5.34270165 -6.22943583 -5.62526855 -5.53382295 -5.38075402 -5.21822564]
hidden Outputs: [ 0.00940086 0.00666324 0.00642889 0.00534556 0.00202279 0.00409976
0.00860575 0.01400524 0.00395168 0.00607974 0.00653025 0.00445108
0.00435725 0.00297987 0.00299033 0.00818466 0.01888444 0.00424371
0.00499118 0.00585588 0.01149623 0.00831521 0.00525478 0.00320691
0.00476016 0.00196669 0.00359264 0.00393531 0.00458325 0.00538775]
final inputs: [-0.14619188 -0.00745967 0.0458105 0.17711772 0.01222027 0.10088156
-0.0066628 -0.08645551 -0.12841081 0.13806073]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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[ -1.04238751e+00 1.41223779e-02 1.47909902e-01 9.37436708e-01
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[ -8.80036296e-01 -2.02554611e-01 2.20786670e-01 1.15558016e+00
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[ -4.77374528e-01 1.26837301e-01 1.14044389e-01 1.05287454e+00
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[ -1.06882735e+00 7.22181155e-02 1.64658212e-01 8.39514849e-01
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[ -8.70407216e-01 -1.69497777e-02 2.72969063e-01 8.50217913e-01
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-1.11569587e+00 8.74766280e-01]
[ -5.91644147e-01 -5.58676088e-02 5.45034938e-01 9.59372742e-01
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[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
5.47736989e-02 8.00225798e-01 2.38903774e-02 -4.87249076e-01
-5.58567188e-01 7.71074745e-01]]
oet: [-0.74396318 -0.88269538 -0.93596556 -1.06727277 -0.90237532 -0.99103661
-0.88349225 -0.80369954 -0.76174424 -1.02821578]
[-0.23223926 -0.01352154 0.07154561 0.27705964 0.01594993 0.15723127
-0.01146174 -0.13515093 -0.20119769 0.21653738]
X: [ 1. 0. 0.11951233 -0.19296569 0.03189788 0. 1.
0. 0. 0. 1. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
-0.67630199]
[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
-0.50690259]]
hidden inputs: [-4.40581279 -4.54219557 -4.75351125 -5.28509484 -5.51270462 -5.18359375
-4.00525059 -3.96436094 -4.48334109 -4.39410887 -4.27946698 -4.6170273
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-5.10373014 -5.34798203 -5.01202085 -5.21449104 -4.9267765 -4.89656854]
hidden Outputs: [ 0.01205899 0.01053777 0.00854768 0.00504101 0.00401896 0.00557654
0.0178937 0.01862663 0.01116944 0.01219922 0.01366084 0.00978543
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0.00641273 0.01194615 0.0195456 0.01262916 0.00479591 0.00601196
0.00603738 0.00473521 0.00661341 0.0054078 0.00719765 0.00741676]
final inputs: [-0.23223926 -0.01352154 0.07154561 0.27705964 0.01594993 0.15723127
-0.01146174 -0.13515093 -0.20119769 0.21653738]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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[ -9.59238174e-01 -1.95063993e-01 3.98986703e-01 1.33986559e+00
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[ -1.06882735e+00 7.22181155e-02 1.64658212e-01 8.39514849e-01
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[ -8.70407216e-01 -1.69497777e-02 2.72969063e-01 8.50217913e-01
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[ -5.91644147e-01 -5.58676088e-02 5.45034938e-01 9.59372742e-01
-4.05922297e-02 6.30055585e-01 4.32496427e-01 -7.81958406e-01
-1.01132759e+00 9.48478694e-01]
[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
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oet: [ 0.89125296 0.67253524 0.58746809 0.38195405 0.64306377 0.50178242
0.67047543 0.79416463 0.86021139 0.44247632]
[-1.92331042 -0.13945124 0.6464452 2.33700576 0.20402713 1.40426807
-0.07674502 -1.09852611 -1.72369469 1.75865865]
X: [ 0. 0. 0.11951233 1.31017145 2.47181485 0. 0.
0. 1. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
-0.67630199]
[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
-0.50690259]]
hidden inputs: [-2.46392035 -2.00417166 -2.40265278 -2.62913997 -2.40125979 -2.28471827
-2.76164598 -2.53608253 -2.87871677 -2.19158938 -2.39061958 -2.53741943
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-2.52926833 -2.44715052 -2.30586906 -2.63074241 -2.24884494 -2.47038934
-2.55350833 -2.77946819 -2.47145933 -3.20069977 -2.59344731 -2.6513975 ]
hidden Outputs: [ 0.07842652 0.11876562 0.08297063 0.0672864 0.08307668 0.09239652
0.05943229 0.07336706 0.05321575 0.10050831 0.0838908 0.07327622
0.07156887 0.0902518 0.02976632 0.06902506 0.12807955 0.08701328
0.07383166 0.07964718 0.09063805 0.06718591 0.09544914 0.07796024
0.07219115 0.05844381 0.07788336 0.0391394 0.06956133 0.06590293]
final inputs: [-1.92331042 -0.13945124 0.6464452 2.33700576 0.20402713 1.40426807
-0.07674502 -1.09852611 -1.72369469 1.75865865]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
-1.86777205e-01 8.00555955e-01 9.33865751e-02 -4.29599405e-01
-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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[ -1.04238751e+00 1.41223779e-02 1.47909902e-01 9.37436708e-01
7.13558672e-02 5.09888112e-01 -1.89033758e-01 -5.81276143e-01
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[ -8.80036296e-01 -2.02554611e-01 2.20786670e-01 1.15558016e+00
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[ -9.08729684e-01 -8.33325147e-02 4.24361301e-01 1.17685439e+00
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[ -1.26840438e+00 -1.10104828e-01 4.23921423e-01 1.14125265e+00
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[ -4.91639465e-01 1.53465322e-01 5.18996714e-02 8.47576367e-01
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[ -4.77374528e-01 1.26837301e-01 1.14044389e-01 1.05287454e+00
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[ -8.27546220e-01 2.77633470e-01 3.69444070e-01 7.92901092e-01
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[ -1.05429694e+00 -1.22892601e-01 2.38703390e-02 7.68395534e-01
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[ -8.70407216e-01 -1.69497777e-02 2.72969063e-01 8.50217913e-01
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-1.11569587e+00 8.74766280e-01]
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[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
5.47736989e-02 8.00225798e-01 2.38903774e-02 -4.87249076e-01
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oet: [ 1.99242712 0.20856794 -0.5773285 -2.26788906 -0.13491043 -1.33515137
0.14586172 1.16764281 1.79281139 -1.68954195]
[-0.98081466 -0.08088888 0.29419305 1.14231639 0.07191649 0.65363708
-0.07161879 -0.57383566 -0.84513037 0.85355048]
X: [ 0. 0. -1.75007248 0.58451904 -0.45608552 1. 0.
0. 0. 0. 1. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
-0.67630199]
[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
-0.50690259]]
hidden inputs: [-2.99341773 -3.18627877 -2.90047259 -3.70109421 -3.45071206 -3.22135508
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-2.75487059 -3.56123502 -3.58981151 -3.51471983 -3.2305746 -3.40255619]
hidden Outputs: [ 0.04772413 0.03968535 0.05213021 0.02410127 0.03074763 0.03836995
0.04686105 0.04447733 0.05981368 0.03144927 0.02900775 0.05469893
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0.05981217 0.02761923 0.02686205 0.0288963 0.03803122 0.03221567]
final inputs: [-0.98081466 -0.08088888 0.29419305 1.14231639 0.07191649 0.65363708
-0.07161879 -0.57383566 -0.84513037 0.85355048]
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-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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[ -1.06882735e+00 7.22181155e-02 1.64658212e-01 8.39514849e-01
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[ -8.70407216e-01 -1.69497777e-02 2.72969063e-01 8.50217913e-01
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[ -5.91644147e-01 -5.58676088e-02 5.45034938e-01 9.59372742e-01
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[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
5.47736989e-02 8.00225798e-01 2.38903774e-02 -4.87249076e-01
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oet: [ 1.24840138 0.3484756 -0.02660634 -0.87472968 0.19567023 -0.38605036
0.33920551 0.84142238 1.11271709 -0.58596376]
[-1.11543813 -0.07226381 0.36665575 1.35326529 0.1155919 0.76414001
-0.05567072 -0.65622678 -0.98343383 1.0140351 ]
X: [ 0. 0. 0.11951233 0.22169283 0.27629827 0. 0.
1. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
-0.67630199]
[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
-0.50690259]]
hidden inputs: [-2.96384309 -3.08666846 -3.22440627 -3.60519697 -3.56700214 -3.21044081
-2.86722413 -2.66002111 -3.01054386 -3.03402073 -3.04618106 -3.39066702
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-2.63595586 -3.91035786 -3.33782279 -2.99731693 -3.12440013 -3.3117653 ]
hidden Outputs: [ 0.04908631 0.04366053 0.03825753 0.02646278 0.02746477 0.0387747
0.05379778 0.06537404 0.0469518 0.04591238 0.04538263 0.03258842
0.02969221 0.02873086 0.02386249 0.05007844 0.08515637 0.03390046
0.04592938 0.03708753 0.09162956 0.06513279 0.06278357 0.04360986
0.06685991 0.01963988 0.03429619 0.04754723 0.04211192 0.03516977]
final inputs: [-1.11543813 -0.07226381 0.36665575 1.35326529 0.1155919 0.76414001
-0.05567072 -0.65622678 -0.98343383 1.0140351 ]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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[ -1.04238751e+00 1.41223779e-02 1.47909902e-01 9.37436708e-01
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[ -8.80036296e-01 -2.02554611e-01 2.20786670e-01 1.15558016e+00
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[ -9.08729684e-01 -8.33325147e-02 4.24361301e-01 1.17685439e+00
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[ -4.77374528e-01 1.26837301e-01 1.14044389e-01 1.05287454e+00
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[ -8.27546220e-01 2.77633470e-01 3.69444070e-01 7.92901092e-01
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[ -1.05429694e+00 -1.22892601e-01 2.38703390e-02 7.68395534e-01
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oet: [ 2.12177435 1.07860004 0.63968048 -0.34692906 0.89074433 0.24219621
1.06200695 1.66256301 1.98977006 -0.00769887]
[-0.10406289 -0.0084633 0.02942924 0.11922064 0.00318406 0.06666082
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X: [ 1. 0. -1.02301172 -0.08930106 -0.45608552 1. 0.
0. 0. 1. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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hidden inputs: [-4.98932473 -5.20086996 -5.33696793 -6.02883511 -6.36302813 -6.43787994
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-5.38907885 -5.97285589 -6.16099367 -6.02701765 -5.72920353 -6.01915608]
hidden Outputs: [ 0.0067642 0.00548155 0.0047874 0.00240251 0.00172117 0.00159724
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final inputs: [-0.10406289 -0.0084633 0.02942924 0.11922064 0.00318406 0.06666082
-0.00799931 -0.0614863 -0.08902327 0.09362345]
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[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
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oet: [-0.41671741 -0.51231699 -0.55020954 -0.64000093 -0.52396435 -0.58744112
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[-0.0762466 -0.00463066 0.02246334 0.0896024 0.00377231 0.05064081
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X: [ 1. 0. 0.22337816 -0.34846264 -0.82146002 0. 1.
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1. 0. 0. 0. 0. 0. 0. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
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[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-5.17265086 -5.46710941 -6.11868287 -6.66917303 -6.76926066 -7.05245989
-5.35804543 -5.11455472 -5.93684231 -5.63196126 -5.53965955 -5.25833967
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-6.04926426 -6.71211091 -6.4201551 -6.95528242 -6.15067954 -6.0967462 ]
hidden Outputs: [ 0.00563756 0.00420566 0.00219652 0.00126784 0.00114723 0.00086453
0.00468802 0.00597276 0.0026334 0.00356876 0.0039125 0.005177
0.00121588 0.00098577 0.00123039 0.00284735 0.01367516 0.00104059
0.00451062 0.00203185 0.00762179 0.00426791 0.00285132 0.00176044
0.00235404 0.00121462 0.00162576 0.00095268 0.0021275 0.00224513]
final inputs: [-0.0762466 -0.00463066 0.02246334 0.0896024 0.00377231 0.05064081
-0.00408326 -0.04350354 -0.06557469 0.07262409]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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0. 0. 1. 0. 0. 0. 0.
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hidden inputs: [-4.55964333 -3.97897899 -5.04779331 -5.1255118 -5.44467586 -5.66016669
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-5.10276577 -5.91876158 -4.9340581 -5.48454664 -4.94809616 -5.13090739]
hidden Outputs: [ 0.01035739 0.01836128 0.00638249 0.00590806 0.00430066 0.00346985
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final inputs: [-0.22123224 -0.01815218 0.06901521 0.25808544 0.01314507 0.14885279
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oet: [-0.06248665 -0.26556671 -0.35273409 -0.54180433 -0.29686396 -0.43257167
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[-0.06540924 -0.00405021 0.01795817 0.07574588 0.00354196 0.04271016
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hidden inputs: [-5.78155651 -5.51844495 -6.03717091 -6.39874683 -7.14935809 -6.69681124
-5.60353887 -5.02879447 -5.95934013 -6.12177577 -5.53130369 -5.41677492
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hidden Outputs: [ 0.00307443 0.00399605 0.00238262 0.00166088 0.00078475 0.00123332
0.00367127 0.00650412 0.00257497 0.00218975 0.0039452 0.00442181
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0.0018462 0.00201241 0.00413047 0.00299122 0.00265156 0.00181027
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final inputs: [-0.06540924 -0.00405021 0.01795817 0.07574588 0.00354196 0.04271016
-0.00444763 -0.03835835 -0.05746556 0.06063284]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
5.47736989e-02 8.00225798e-01 2.38903774e-02 -4.87249076e-01
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oet: [-0.94051999 -1.00187902 -1.0238874 -1.08167511 -1.00947119 -1.04863939
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[-0.27070678 -0.01803606 0.08873971 0.32777943 0.02619666 0.18751492
-0.01353409 -0.15859322 -0.23676696 0.25258279]
X: [ 0. 0. 0.22337816 0.53268672 -1.55384381 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-4.1225776 -3.86660359 -5.04685433 -4.75998202 -4.96575928 -5.45422637
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-4.83454768 -4.94856658 -4.85728389 -5.54808343 -4.51437134 -5.00617847]
hidden Outputs: [ 0.01594435 0.02050028 0.00638845 0.00849301 0.00692437 0.00425996
0.01721101 0.01973404 0.01863686 0.00996932 0.01088561 0.01345318
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0.01651752 0.0086185 0.02098972 0.01919914 0.011158 0.00649291
0.00788758 0.00704361 0.00771163 0.0038798 0.01083187 0.0066519 ]
final inputs: [-0.27070678 -0.01803606 0.08873971 0.32777943 0.02619666 0.18751492
-0.01353409 -0.15859322 -0.23676696 0.25258279]
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[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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oet: [ 0.06417068 -0.18850004 -0.29527582 -0.53431553 -0.23273276 -0.39405103
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[-0.39822571 -0.02881335 0.12617656 0.47493498 0.02410637 0.27185761
-0.02599697 -0.23965596 -0.34351069 0.35727177]
X: [ 0. 0. 0.32724398 1.05100987 -1.55384381 0. 0.
1. 0. 1. 0. 0. 0. 0.
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1. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
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0. 1. 0. 0. 0. 0. 0. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-3.69207053 -3.44377608 -3.90173051 -4.71414603 -4.96842159 -4.58235827
-4.05688463 -3.51385252 -3.60021779 -3.62294867 -4.28745786 -3.64973881
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-4.26709241 -4.71357897 -4.38281467 -4.0905983 -4.18951481 -4.4495963 ]
hidden Outputs: [ 0.02431443 0.03095501 0.01980668 0.00888782 0.00690609 0.01012713
0.01700854 0.02892064 0.02659136 0.02600927 0.01355359 0.02533915
0.00962241 0.0114948 0.00811884 0.01952838 0.02578007 0.00827826
0.01115537 0.0118914 0.02485859 0.01886907 0.01263006 0.00820502
0.01382858 0.00889282 0.01233607 0.01645396 0.01492743 0.01154836]
final inputs: [-0.39822571 -0.02881335 0.12617656 0.47493498 0.02410637 0.27185761
-0.02599697 -0.23965596 -0.34351069 0.35727177]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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[ -1.04238751e+00 1.41223779e-02 1.47909902e-01 9.37436708e-01
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[ -8.80036296e-01 -2.02554611e-01 2.20786670e-01 1.15558016e+00
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5.47736989e-02 8.00225798e-01 2.38903774e-02 -4.87249076e-01
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oet: [-0.0453718 -0.41478416 -0.56977407 -0.91853249 -0.46770388 -0.71545512
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[-1.33017577 -0.10924739 0.43887602 1.59227667 0.12883804 0.91937017
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X: [ 0. 0. -1.23074336 1.93215924 -0.21168512 0. 1.
0. 0. 0. 0. 1. 0. 0.
0. 0. 1. 0. 0. 0. 0.
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-3.71122803 -2.49353817 -3.29055488 -3.10809355 -3.05563849 -2.76065343
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-3.12044236 -3.04577863 -2.81615262 -2.80062915 -2.4981276 -2.77642368]
hidden Outputs: [ 0.02386407 0.07631242 0.03589664 0.04277464 0.04497467 0.0594878
0.04896942 0.05201512 0.1046625 0.07457473 0.04364729 0.04377714
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0.04227186 0.04540007 0.05645753 0.05729019 0.07598955 0.05861157]
final inputs: [-1.33017577 -0.10924739 0.43887602 1.59227667 0.12883804 0.91937017
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oet: [ 0.30770737 -0.913221 -1.46134442 -2.61474506 -1.15130644 -1.94183856
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[-0.37508863 -0.02531935 0.11516481 0.43558699 0.02573101 0.25366298
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X: [ 0. 0. -1.23074336 1.25833914 -0.69966852 0. 0.
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0. 0. 0. 0. 0. 0. 0.
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1. 0. 0. 0. 0. 0. 0. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
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[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-3.64921797 -3.65818622 -4.07163307 -4.48435216 -4.26023264 -5.18195574
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-4.27779604 -4.44561773 -4.58711949 -4.38207444 -3.99539322 -4.13794053]
hidden Outputs: [ 0.02535202 0.02513136 0.01676371 0.01115828 0.01392245 0.00558564
0.01784462 0.01654145 0.01946317 0.01134756 0.01885404 0.02926794
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0.01296272 0.01094018 0.01968035 0.01387209 0.01218156 0.01280858
0.01368337 0.01159386 0.01007951 0.0123451 0.01806776 0.01570509]
final inputs: [-0.37508863 -0.02531935 0.11516481 0.43558699 0.02573101 0.25366298
-0.02587142 -0.21583496 -0.31421075 0.33366231]
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
2.48326617e-01 4.89537900e-01 -3.09193578e-01 -5.47705879e-01
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
5.47736989e-02 8.00225798e-01 2.38903774e-02 -4.87249076e-01
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oet: [-0.51506642 -0.8648357 -1.00531986 -1.32574205 -0.91588606 -1.14381804
-0.86428363 -0.67432009 -0.5759443 -1.22381736]
[-2.58076526 -0.14415988 0.91246069 3.19210896 0.31347513 1.90666976
-0.10232203 -1.48315243 -2.30784211 2.39527883]
X: [ 0. 0. 0.11951233 1.31017145 -0.21168512 0. 0.
0. 1. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
-0.67630199]
[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
-0.50690259]]
hidden inputs: [-2.35700994 -1.74769712 -2.25762233 -2.04667741 -1.77444154 -2.27210141
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-2.62640924 -2.31104588 -2.06930915 -2.67991796 -1.77336136 -2.45785512]
hidden Outputs: [ 0.0865102 0.14833789 0.094694 0.11438854 0.14499085 0.09346002
0.07954099 0.10417871 0.09009763 0.16896355 0.12324046 0.06171601
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0.12825894 0.09940318 0.14356026 0.1064546 0.10812398 0.10322792
0.06745799 0.09021227 0.11211579 0.0641688 0.14512481 0.07886601]
final inputs: [-2.58076526 -0.14415988 0.91246069 3.19210896 0.31347513 1.90666976
-0.10232203 -1.48315243 -2.30784211 2.39527883]
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-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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oet: [ 2.01588051 -0.42072487 -1.47734543 -3.7569937 -0.87835987 -2.47155451
-0.46256271 0.91826769 1.74295736 -2.96016357]
[-0.42560894 -0.02432143 0.13181818 0.50584565 0.03928202 0.28960735
-0.02139772 -0.2468463 -0.37257473 0.39147502]
X: [ 0. 0. 1.05430474 -0.76312116 0.76428167 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 1. 0. 0. 0. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-3.81080907 -3.48097386 -3.82019444 -5.01773524 -4.51709152 -4.78534667
-3.86648742 -3.6933779 -4.38239075 -3.93243714 -3.94528272 -3.45164595
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-3.6860896 -4.71729346 -4.39666837 -4.96755114 -4.17717555 -4.79079076]
hidden Outputs: [ 0.02165112 0.02985846 0.02145321 0.00657597 0.01080277 0.00828206
0.02050261 0.02428343 0.01234124 0.01921924 0.01897859 0.03071981
0.01063768 0.01094595 0.00514876 0.01524171 0.03937494 0.0127102
0.01594416 0.01347141 0.03649001 0.02694386 0.02589713 0.01036304
0.02445672 0.00886014 0.01216842 0.00691206 0.01510996 0.00823747]
final inputs: [-0.42560894 -0.02432143 0.13181818 0.50584565 0.03928202 0.28960735
-0.02139772 -0.2468463 -0.37257473 0.39147502]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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-3.54125219e-01 8.93170950e-01]
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oet: [ 2.35813858 1.95685108 1.80071146 1.42668399 1.89324762 1.6429223
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[-0.35240876 -0.01917749 0.10753242 0.42219969 0.03041568 0.23829613
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[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-3.90296711 -3.69001366 -4.31867251 -4.66369315 -5.31892101 -4.73840037
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-4.12844755 -5.32494218 -4.72631489 -4.8111149 -4.44735813 -4.70151874]
hidden Outputs: [ 0.01978269 0.02436327 0.01314252 0.00934344 0.00487416 0.00867669
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0.01585252 0.00484504 0.00878126 0.00807308 0.01157394 0.00899974]
final inputs: [-0.35240876 -0.01917749 0.10753242 0.42219969 0.03041568 0.23829613
-0.01300436 -0.21078112 -0.31041014 0.32351962]
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oet: [ 0.38844713 0.05521586 -0.07149406 -0.38616133 0.00562269 -0.20225776
0.04904272 0.24681948 0.34644851 -0.28748125]
[-0.33214032 -0.01557992 0.11194592 0.4092029 0.02757441 0.23314042
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-3.81263929 -4.1335094 -4.28861265 -5.33387826 -4.90962077 -4.64474941
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-4.40430803 -5.26362833 -4.53369285 -4.52324323 -4.67556488 -4.80337748]
hidden Outputs: [ 0.02161239 0.01577374 0.01353816 0.00480215 0.00732129 0.00952043
0.0234489 0.02838369 0.01146495 0.02434248 0.01672934 0.01252832
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0.01207693 0.00514983 0.0106268 0.01073723 0.00923419 0.00813527]
final inputs: [-0.33214032 -0.01557992 0.11194592 0.4092029 0.02757441 0.23314042
-0.0097295 -0.19595228 -0.29190374 0.31613186]
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oet: [ 3.92961289 3.61305249 3.48552665 3.18826967 3.56989816 3.36433215
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[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
-0.50690259]]
hidden inputs: [-2.90628602 -3.15213887 -2.63307345 -3.34893517 -3.39744481 -2.89263827
-2.28467595 -2.62751898 -3.55136142 -3.3987619 -2.86540243 -3.25854651
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-2.75957417 -3.60429491 -3.24318582 -3.70257945 -3.18607884 -3.4205766 ]
hidden Outputs: [ 0.0518437 0.04100708 0.06703996 0.03393005 0.03237542 0.05251868
0.09240007 0.06738821 0.02788564 0.03233418 0.05389059 0.03702099
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0.05954821 0.02648603 0.03757252 0.02406636 0.03969297 0.03165855]
final inputs: [-1.16281403 -0.06344725 0.35495583 1.40031506 0.1212179 0.79597431
-0.06042338 -0.66594926 -1.02942633 1.05642399]
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-3.54125219e-01 8.93170950e-01]
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oet: [ 2.78661253 1.68724576 1.26884268 0.22348345 1.50258061 0.8278242
1.68422188 2.28974777 2.65322483 0.56737452]
[-1.07717658 -0.07307117 0.35365104 1.27422637 0.10409607 0.74373043
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X: [ 0. 0. -0.81528007 1.93215924 -0.21168512 0. 1.
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hidden inputs: [-3.48511423 -2.86566172 -3.07246412 -3.17773751 -3.48349169 -3.14521349
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-2.97492527 -3.3683572 -3.25631778 -3.18997838 -2.99263377 -2.46998038]
hidden Outputs: [ 0.02973876 0.05387737 0.04425748 0.04001215 0.02978561 0.0412803
0.04020055 0.03979524 0.05150802 0.04294711 0.03617276 0.03844002
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0.04857161 0.03329915 0.03710053 0.0395446 0.04775977 0.07798965]
final inputs: [-1.07717658 -0.07307117 0.35365104 1.27422637 0.10409607 0.74373043
-0.0602015 -0.61877882 -0.92460068 0.93266872]
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[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
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hidden inputs: [-3.58171226 -3.39802975 -3.93220726 -4.38313779 -4.11242774 -4.78368811
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-3.9927439 -4.14316491 -3.16853376 -3.43100663 -3.60845255 -3.99220106
-3.8331335 -4.77020402 -4.23981063 -4.79180401 -4.30230129 -4.47362145]
hidden Outputs: [ 0.02707458 0.0323571 0.01922357 0.01233214 0.01610439 0.0082957
0.02964405 0.03251954 0.02078299 0.02570732 0.03119213 0.02444261
0.01303203 0.01076174 0.00782951 0.01890637 0.07417818 0.01188856
0.01811482 0.01562454 0.04036718 0.03134036 0.02637903 0.01812448
0.02118325 0.00840737 0.01420561 0.00822919 0.01335656 0.01127731]
final inputs: [-0.51623707 -0.03276262 0.15889156 0.61816237 0.04244817 0.35512719
-0.02888131 -0.29620388 -0.45372927 0.48331396]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
8.12326338e-02 8.76764946e-01 -7.80870367e-02 -3.11290356e-01
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[ -6.87132738e-01 -6.71982267e-02 5.83679039e-01 9.86514025e-01
5.93349179e-01 8.74541371e-01 4.08567095e-01 -5.74635616e-01
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[ -7.87222692e-01 -2.80644287e-01 3.81855137e-01 1.38514040e+00
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[ -1.03536993e+00 1.10215025e-01 5.20348003e-01 1.50341684e+00
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[ -8.92397701e-01 1.50431283e-01 4.39655886e-01 8.06406181e-01
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[ -7.38177675e-01 3.79194669e-03 3.76540774e-01 9.88135524e-01
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[ -8.20897099e-01 -1.75074291e-01 5.50819232e-01 7.61677012e-01
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[ -7.31830668e-01 -1.19073456e-01 5.81367475e-02 1.13176731e+00
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[ -9.59238174e-01 -1.95063993e-01 3.98986703e-01 1.33986559e+00
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-8.86679819e-01 8.14336145e-01]
[ -1.06882735e+00 7.22181155e-02 1.64658212e-01 8.39514849e-01
7.08765012e-02 5.88462445e-01 -3.33620872e-01 -6.27619001e-01
-8.81430444e-01 4.89567363e-01]
[ -8.70407216e-01 -1.69497777e-02 2.72969063e-01 8.50217913e-01
1.17805944e-01 9.58207087e-01 7.59007026e-02 -5.55191967e-01
-1.11569587e+00 8.74766280e-01]
[ -5.91644147e-01 -5.58676088e-02 5.45034938e-01 9.59372742e-01
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[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
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-6.89704421e-01 5.70135264e-01]
[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
2.48326617e-01 4.89537900e-01 -3.09193578e-01 -5.47705879e-01
-7.50799879e-01 5.79782809e-01]
[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
5.47736989e-02 8.00225798e-01 2.38903774e-02 -4.87249076e-01
-5.58567188e-01 7.71074745e-01]]
oet: [ 0.51368404 0.03020959 -0.16144459 -0.6207154 -0.0450012 -0.35768022
0.02632828 0.29365085 0.45117624 -0.48586699]
[-0.3752982 -0.01868959 0.11946488 0.45446527 0.0302353 0.26635734
-0.01480256 -0.2128118 -0.32428701 0.35017191]
X: [ 0. 0. 1.88523132 -0.81495348 0.27629827 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
-0.67630199]
[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
-0.68659366]
[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
-0.50690259]]
hidden inputs: [-3.67197806 -3.34398767 -4.08817123 -4.75701847 -4.77475185 -5.48596343
-3.80710018 -3.47071694 -4.56426105 -3.78985358 -3.97432859 -3.93729543
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-3.58520774 -4.28996718 -3.45239411 -3.99097405 -4.06474117 -4.96936501
-4.4988162 -5.33167879 -4.79200197 -4.95726162 -4.2283781 -4.33395029]
hidden Outputs: [ 0.02479567 0.0340926 0.01649328 0.00851801 0.00836954 0.00412743
0.02172982 0.03015701 0.01031017 0.02209949 0.01844529 0.01912787
0.00864587 0.00809722 0.00584273 0.01061914 0.03742821 0.01026143
0.02698265 0.01352008 0.03069754 0.01814633 0.01687769 0.00689962
0.01099981 0.00481267 0.00822758 0.00698305 0.0143666 0.01294584]
final inputs: [-0.3752982 -0.01868959 0.11946488 0.45446527 0.0302353 0.26635734
-0.01480256 -0.2128118 -0.32428701 0.35017191]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
8.12326338e-02 8.76764946e-01 -7.80870367e-02 -3.11290356e-01
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[ -1.04238751e+00 1.41223779e-02 1.47909902e-01 9.37436708e-01
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[ -4.91639465e-01 1.53465322e-01 5.18996714e-02 8.47576367e-01
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[ -1.05019191e+00 -6.13036690e-01 1.90258598e-01 8.53464806e-01
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[ -4.77374528e-01 1.26837301e-01 1.14044389e-01 1.05287454e+00
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[ -1.03536993e+00 1.10215025e-01 5.20348003e-01 1.50341684e+00
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[ -8.92397701e-01 1.50431283e-01 4.39655886e-01 8.06406181e-01
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[ -7.63405346e-01 -1.83778330e-01 -2.34966181e-02 7.19794081e-01
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[ -8.33702806e-01 -2.02861692e-01 2.76180594e-02 1.04579988e+00
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[ -9.59238174e-01 -1.95063993e-01 3.98986703e-01 1.33986559e+00
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[ -1.06882735e+00 7.22181155e-02 1.64658212e-01 8.39514849e-01
7.08765012e-02 5.88462445e-01 -3.33620872e-01 -6.27619001e-01
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[ -8.70407216e-01 -1.69497777e-02 2.72969063e-01 8.50217913e-01
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-1.11569587e+00 8.74766280e-01]
[ -5.91644147e-01 -5.58676088e-02 5.45034938e-01 9.59372742e-01
-4.05922297e-02 6.30055585e-01 4.32496427e-01 -7.81958406e-01
-1.01132759e+00 9.48478694e-01]
[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
2.87292114e-02 5.82294900e-01 -6.90441344e-02 -8.71510014e-01
-6.89704421e-01 5.70135264e-01]
[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
5.47736989e-02 8.00225798e-01 2.38903774e-02 -4.87249076e-01
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oet: [ 0.7200677 0.36345909 0.22530462 -0.10969577 0.3145342 0.07841216
0.35957206 0.5575813 0.66905652 -0.00540241]
[-0.51857421 -0.04019498 0.15152585 0.59849959 0.02462271 0.34095717
-0.03388871 -0.30418467 -0.44334498 0.46408123]
X: [ 0. 0. -1.02301172 -2.11076136 -0.45608552 1. 0.
0. 0. 1. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
-0.67630199]
[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
-0.68659366]
[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
-0.68521499]
...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
-0.65990006]
[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
-0.50690259]]
hidden inputs: [-3.31403439 -3.58025863 -4.02342941 -4.2326342 -4.47228246 -4.75993907
-3.38418473 -3.1848926 -3.44061118 -3.80873197 -3.78519389 -3.15597114
-4.53742905 -4.23576598 -4.63393875 -4.15034 -3.14956696 -4.34637732
-3.97773175 -3.89297091 -3.18978191 -4.12610044 -4.4246577 -4.17688274
-3.40671849 -4.21495306 -4.57238489 -4.35462472 -4.15881752 -4.46803727]
hidden Outputs: [ 0.03509285 0.02711289 0.01757702 0.01430646 0.01129225 0.00849338
0.0327934 0.03973822 0.03105009 0.02169516 0.02220041 0.04085664
0.01058759 0.01426236 0.00962291 0.01551456 0.04110834 0.012788
0.01838378 0.01997746 0.03955206 0.01588918 0.01183653 0.01511432
0.03208615 0.01455795 0.0102276 0.0126843 0.01538561 0.01133974]
final inputs: [-0.51857421 -0.04019498 0.15152585 0.59849959 0.02462271 0.34095717
-0.03388871 -0.30418467 -0.44334498 0.46408123]
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oet: [ 0.64282148 0.16444225 -0.02727859 -0.47425233 0.09962455 -0.21670991
0.15813597 0.42843193 0.56759224 -0.33983397]
[-0.30789971 -0.01666556 0.10331063 0.37702061 0.0269207 0.21497013
-0.00931344 -0.18356819 -0.27040261 0.29742243]
X: [ 0. 0. 0.74270727 -1.28144432 -0.69966852 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
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[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
-0.67630199]
[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-3.7070388 -3.8511597 -4.77330352 -4.90758333 -5.14129145 -5.57214619
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-4.39377642 -5.2968618 -4.60013186 -5.03868896 -4.77917693 -4.91639905]
hidden Outputs: [ 0.02396185 0.0208127 0.00838157 0.00733611 0.0058161 0.00378791
0.01729986 0.0245122 0.00886247 0.01568785 0.01412035 0.01821687
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0.01220323 0.00498234 0.0099505 0.00644049 0.00833289 0.00727219]
final inputs: [-0.30789971 -0.01666556 0.10331063 0.37702061 0.0269207 0.21497013
-0.00931344 -0.18356819 -0.27040261 0.29742243]
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-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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[ -1.06882735e+00 7.22181155e-02 1.64658212e-01 8.39514849e-01
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[ -8.70407216e-01 -1.69497777e-02 2.72969063e-01 8.50217913e-01
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[ -5.91644147e-01 -5.58676088e-02 5.45034938e-01 9.59372742e-01
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[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
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oet: [ 1.01101785 0.7197837 0.59980752 0.32609754 0.67619744 0.48814801
0.71243159 0.88668634 0.97352076 0.40569571]
[-0.54051907 -0.029562 0.16579327 0.64130697 0.04373635 0.36388098
-0.03094211 -0.31477819 -0.47394694 0.49830023]
X: [ 0. 0. 1.05430474 -0.91861811 -0.69966852 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
-0.50690259]]
hidden inputs: [-3.47795696 -3.59590014 -3.50636315 -4.31677473 -4.16503133 -4.18186709
-3.28024018 -3.23991808 -3.86241189 -3.70310639 -3.5971892 -3.36794124
-4.10549612 -4.45406722 -4.60804511 -3.86706586 -3.04363429 -4.30565556
-4.11054732 -4.09921096 -3.34134712 -3.52378069 -3.73420646 -3.93721533
-3.4393902 -4.40941684 -3.99968225 -4.48613917 -4.31912944 -4.55033573]
hidden Outputs: [ 0.02994597 0.02670334 0.02913172 0.01316716 0.01529176 0.01504031
0.03625532 0.03769086 0.02058462 0.02405399 0.02666986 0.03331254
0.01621459 0.01149744 0.00987285 0.020491 0.0454931 0.01331243
0.01613422 0.01631516 0.03417966 0.02864312 0.02333461 0.01912938
0.03108685 0.01201613 0.01799182 0.01113858 0.0131366 0.01045323]
final inputs: [-0.54051907 -0.029562 0.16579327 0.64130697 0.04373635 0.36388098
-0.03094211 -0.31477819 -0.47394694 0.49830023]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
-1.86777205e-01 8.00555955e-01 9.33865751e-02 -4.29599405e-01
-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
5.47736989e-02 8.00225798e-01 2.38903774e-02 -4.87249076e-01
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oet: [-0.25040097 -0.76135804 -0.95671331 -1.43222702 -0.83465639 -1.15480103
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[-0.38127385 -0.02535839 0.121139 0.45291105 0.02859051 0.26992335
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X: [ 0. 0. -0.29595096 0.48085441 -0.82146002 0. 0.
0. 1. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 1. 0. 0.
1. 0. 0. 0. 0. 0. 0. ]
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
-0.50690259]]
hidden inputs: [-3.53956029 -3.35654293 -4.56125975 -4.28418191 -4.26745464 -4.77997535
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-4.6173981 -4.7961176 -4.72794667 -4.58030207 -4.16007892 -4.36546079]
hidden Outputs: [ 0.02820734 0.03368156 0.01034084 0.01359745 0.01382365 0.0083263
0.01511049 0.02479991 0.01672659 0.01869918 0.02422888 0.02567885
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0.00978184 0.00819406 0.00876707 0.01014777 0.01536651 0.01254931]
final inputs: [-0.38127385 -0.02535839 0.121139 0.45291105 0.02859051 0.26992335
-0.02066362 -0.22019622 -0.3248387 0.34839805]
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-3.54125219e-01 8.93170950e-01]
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[ -1.06882735e+00 7.22181155e-02 1.64658212e-01 8.39514849e-01
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[ -8.70407216e-01 -1.69497777e-02 2.72969063e-01 8.50217913e-01
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[ -5.91644147e-01 -5.58676088e-02 5.45034938e-01 9.59372742e-01
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[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
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oet: [-0.11745422 -0.47336968 -0.61986707 -0.95163912 -0.52731858 -0.76865142
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[-0.1979591 -0.01323908 0.05745383 0.2263002 0.00996988 0.13257273
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X: [ 0. 0. 0.01564651 0.74001598 0.03189788 0. 1.
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0. 0. 1. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
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1. 0. 0. 0. 0. 0. 0. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-4.61308817 -3.99439003 -5.28993327 -4.98069601 -5.34128233 -5.66279992
-4.3637829 -4.46330883 -4.79272086 -4.64352793 -4.44583198 -4.09848858
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-4.93399585 -5.68306054 -5.27701117 -5.54769168 -4.83232381 -4.90475898]
hidden Outputs: [ 0.00982367 0.01808557 0.0050168 0.00682241 0.00476689 0.00346076
0.01257012 0.01139288 0.00822171 0.00953195 0.01159141 0.01632676
0.00304268 0.0039512 0.00332938 0.00485942 0.0216604 0.00339902
0.00752911 0.0079541 0.014024 0.00453257 0.00657169 0.00398072
0.00714625 0.00339159 0.00508172 0.00388132 0.007905 0.00735671]
final inputs: [-0.1979591 -0.01323908 0.05745383 0.2263002 0.00996988 0.13257273
-0.01287424 -0.11186105 -0.16569079 0.17495568]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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[ -1.04238751e+00 1.41223779e-02 1.47909902e-01 9.37436708e-01
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[ -8.80036296e-01 -2.02554611e-01 2.20786670e-01 1.15558016e+00
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[ -9.08729684e-01 -8.33325147e-02 4.24361301e-01 1.17685439e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
5.47736989e-02 8.00225798e-01 2.38903774e-02 -4.87249076e-01
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oet: [ 0.47657193 0.29185191 0.221159 0.05231263 0.26864295 0.1460401
0.29148707 0.39047388 0.44430362 0.10365715]
[-0.85576551 -0.07862139 0.2540069 1.00625485 0.06004434 0.57189073
-0.06168726 -0.5116189 -0.75955995 0.76286007]
X: [ 0. 0. -1.43847501 1.56933303 -0.82146002 1. 0.
0. 0. 0. 1. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-3.39818871 -3.41127713 -3.09159268 -3.51946907 -3.63532953 -3.43324393
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-3.18117258 -3.63428685 -3.46755609 -3.39768823 -3.50165543 -3.72577857]
hidden Outputs: [ 0.03235212 0.03194488 0.04345538 0.02876332 0.02569746 0.03127251
0.03235567 0.0381816 0.06081374 0.03869707 0.02698207 0.06298953
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0.03988041 0.02572358 0.03024959 0.03236779 0.02926517 0.02352746]
final inputs: [-0.85576551 -0.07862139 0.2540069 1.00625485 0.06004434 0.57189073
-0.06168726 -0.5116189 -0.75955995 0.76286007]
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[ -1.06882735e+00 7.22181155e-02 1.64658212e-01 8.39514849e-01
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[ -8.70407216e-01 -1.69497777e-02 2.72969063e-01 8.50217913e-01
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[ -5.91644147e-01 -5.58676088e-02 5.45034938e-01 9.59372742e-01
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[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
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oet: [-0.15016372 -0.92730784 -1.25993613 -2.01218408 -1.06597357 -1.57781996
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[-1.35233106 -0.10399679 0.44317452 1.63775637 0.14182857 0.9400553
-0.08044945 -0.80826336 -1.20284822 1.19742319]
X: [ 0. 0. -1.33460919 1.56933303 0.03189788 0. 1.
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0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-3.22800453 -2.63848461 -2.88499713 -3.16985495 -3.36895979 -2.63724979
-2.86989632 -2.44577142 -2.51845647 -2.9997058 -2.98179303 -3.12395688
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-2.7531749 -3.16327971 -2.87802326 -2.55047811 -2.78639081 -2.95452777]
hidden Outputs: [ 0.03812536 0.06670231 0.05290021 0.04031603 0.03327976 0.06677922
0.05366192 0.07974833 0.0745744 0.04743917 0.04825521 0.0421298
0.04564356 0.06586991 0.03931694 0.05272122 0.0758805 0.0312459
0.05012679 0.04375398 0.0507026 0.05377922 0.0629729 0.05514292
0.05990759 0.0405712 0.05325071 0.07239437 0.05806404 0.04952295]
final inputs: [-1.35233106 -0.10399679 0.44317452 1.63775637 0.14182857 0.9400553
-0.08044945 -0.80826336 -1.20284822 1.19742319]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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[ -1.04238751e+00 1.41223779e-02 1.47909902e-01 9.37436708e-01
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[ -8.80036296e-01 -2.02554611e-01 2.20786670e-01 1.15558016e+00
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[ -9.08729684e-01 -8.33325147e-02 4.24361301e-01 1.17685439e+00
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[ -4.91639465e-01 1.53465322e-01 5.18996714e-02 8.47576367e-01
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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5.47736989e-02 8.00225798e-01 2.38903774e-02 -4.87249076e-01
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oet: [ 0.33537572 -0.91295855 -1.46012986 -2.65471171 -1.15878391 -1.95701065
-0.93650589 -0.20869199 0.18589288 -2.21437853]
[-0.16767602 -0.01262555 0.04679393 0.19361549 0.00689435 0.10747209
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X: [ 1. 0. -0.9191459 -1.38510895 -1.55384381 1. 0.
0. 0. 1. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-4.57692648 -4.98003769 -5.04054574 -5.90157073 -5.87962229 -6.07559092
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-4.64503997 -5.41286533 -5.47903993 -5.53060886 -5.3584746 -5.61295235]
hidden Outputs: [ 0.01018173 0.00682688 0.00642862 0.00272768 0.00278805 0.00229302
0.01108699 0.01441973 0.01167947 0.00645131 0.00724078 0.01162598
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0.00388605 0.00467479 0.0100819 0.00739371 0.00406444 0.00576174
0.00951769 0.00443905 0.00415599 0.00394793 0.00468602 0.003637 ]
final inputs: [-0.16767602 -0.01262555 0.04679393 0.19361549 0.00689435 0.10747209
-0.0131303 -0.09913383 -0.14545301 0.15241161]
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[ -5.91644147e-01 -5.58676088e-02 5.45034938e-01 9.59372742e-01
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[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
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oet: [ 0.22025356 0.06520308 0.00578361 -0.14103795 0.04568318 -0.05489455
0.06570783 0.15171136 0.19803054 -0.09983407]
[-1.3788437 -0.0851112 0.45207993 1.6622719 0.14053101 0.97890302
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X: [ 0. 0. -0.29595096 -0.45212727 2.47181485 0. 0.
0. 1. 0. 1. 0. 0. 0.
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0. 0. 1. 0. 0. 0. 0.
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0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
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[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-2.70535903 -2.53327902 -2.46730864 -3.02987283 -2.95947312 -3.33978836
-2.43246472 -2.56189832 -3.11148766 -2.83998429 -2.46176517 -2.76184521
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-3.03557376 -3.27359236 -3.03341845 -3.13962414 -2.96177534 -3.4172498 ]
hidden Outputs: [ 0.06265787 0.07355788 0.07818198 0.04609442 0.04929069 0.03423115
0.08073036 0.0716312 0.04263588 0.05520136 0.07858243 0.05942115
0.04750177 0.03074222 0.02352128 0.04889626 0.09934036 0.07153324
0.06980184 0.05760469 0.0909642 0.06509158 0.04484391 0.04334199
0.0458444 0.03648832 0.04593877 0.04150207 0.04918292 0.03176069]
final inputs: [-1.3788437 -0.0851112 0.45207993 1.6622719 0.14053101 0.97890302
-0.04776284 -0.79171447 -1.21659127 1.27851632]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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[ -1.04238751e+00 1.41223779e-02 1.47909902e-01 9.37436708e-01
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[ -4.77374528e-01 1.26837301e-01 1.14044389e-01 1.05287454e+00
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[ -8.27546220e-01 2.77633470e-01 3.69444070e-01 7.92901092e-01
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0. 0. 1. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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hidden inputs: [-4.66205568 -5.03178647 -5.59050038 -6.54662194 -6.53656183 -6.55970891
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-5.53185123 -6.69314272 -6.09817614 -6.31505664 -5.87494093 -5.78468742]
hidden Outputs: [ 0.00935861 0.00648481 0.00371927 0.0014329 0.00144737 0.00141429
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final inputs: [-0.09577676 -0.0079438 0.02832331 0.11211738 0.00290474 0.06447448
-0.00546479 -0.05617815 -0.08150245 0.08784639]
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
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oet: [-0.91566552 -1.00349848 -1.0397656 -1.12355966 -1.01434702 -1.07591676
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[-0.36640932 -0.02843231 0.11375637 0.43314623 0.03249587 0.24916817
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X: [ 0. 0. -0.71141425 -0.86678579 0.03189788 1. 0.
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[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
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hidden inputs: [-4.1719877 -3.54100975 -4.09400698 -4.44842687 -4.90235672 -4.85910732
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-4.4302507 -5.03647309 -4.56194649 -4.95323133 -4.18404457 -4.97605425]
hidden Outputs: [ 0.01518736 0.02816763 0.01639889 0.01156172 0.00737427 0.00769769
0.01428459 0.02740345 0.02529979 0.01754331 0.01754498 0.02004902
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final inputs: [-0.36640932 -0.02843231 0.11375637 0.43314623 0.03249587 0.24916817
-0.01891452 -0.21660966 -0.31996724 0.32867093]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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oet: [-0.02757069 -0.3655477 -0.50773638 -0.82712624 -0.42647588 -0.64314818
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[-0.08394623 -0.00530955 0.02325281 0.09719346 0.00359394 0.05500892
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X: [ 1. 0. 1.15817056 -0.45212727 1.13047356 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-5.17195493 -5.23661004 -6.34658378 -6.39318189 -6.96258954 -6.89187595
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-5.59395352 -7.00743121 -6.26912792 -7.28869656 -6.4642472 -6.45235631]
hidden Outputs: [ 0.00564146 0.00529012 0.00174966 0.00167013 0.00094575 0.00101497
0.00882581 0.00834883 0.00211132 0.00245153 0.00433281 0.00370748
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0.0037065 0.00090431 0.0018903 0.00068275 0.00155574 0.00157432]
final inputs: [-0.08394623 -0.00530955 0.02325281 0.09719346 0.00359394 0.05500892
-0.00375842 -0.04798657 -0.07264994 0.0788435 ]
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[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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oet: [ 3.18524376 3.10660707 3.07804472 3.00410407 3.09770358 3.0462886
3.10505595 3.14928409 3.17394747 3.02245402]
[-0.21092103 -0.01585628 0.06095861 0.24619134 0.01106623 0.13907148
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X: [ 1. 0. -1.64620666 1.56933303 0.03189788 1. 0.
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0. 0. 0. 0. 0. 0. 0.
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0. 0. 1. 0. 0. 0. 0. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-4.43943704 -4.84025942 -4.48939125 -5.10486091 -5.48481818 -5.00794954
-4.44790755 -4.13952775 -4.30863781 -4.5024551 -5.03377954 -4.58156069
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-4.44028954 -5.5048609 -5.38413501 -5.04230479 -4.85558611 -4.81792914]
hidden Outputs: [ 0.01166491 0.007843 0.01110282 0.00603059 0.00413214 0.00664021
0.01156765 0.01568058 0.01327331 0.0109603 0.00647198 0.01013513
0.00355557 0.00675163 0.00362251 0.01040701 0.02032567 0.00679421
0.00477414 0.00822778 0.01288643 0.00765648 0.00524187 0.0042642
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final inputs: [-0.21092103 -0.01585628 0.06095861 0.24619134 0.01106623 0.13907148
-0.0157264 -0.12521044 -0.18201084 0.18667263]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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oet: [-0.39806816 -0.59313292 -0.6699478 -0.85518054 -0.62005543 -0.74806068
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[-0.0936731 -0.00514164 0.03095703 0.11224906 0.00523148 0.0646191
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X: [ 1. 0. 0.8465731 -1.38510895 1.13047356 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-4.60091941 -5.11168205 -5.90347059 -6.57496252 -6.50827115 -7.15954813
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hidden Outputs: [ 0.00994275 0.00598984 0.00272252 0.00139292 0.00148884 0.0007768
0.00613044 0.00816909 0.00191558 0.00448545 0.00476622 0.00376785
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final inputs: [-0.0936731 -0.00514164 0.03095703 0.11224906 0.00523148 0.0646191
-0.00208238 -0.05363823 -0.07921049 0.09054424]
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[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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oet: [ 2.25223805 2.16370658 2.12760791 2.04631589 2.15333346 2.09394584
2.16064732 2.21220317 2.23777543 2.06802071]
[-0.35315292 -0.0239991 0.10960364 0.41456162 0.02639514 0.24582638
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X: [ 0. 0. -0.19208513 1.31017145 -1.55384381 0. 0.
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0. 1. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
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1. 0. 0. 0. 0. 0. 0. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
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[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-3.73516841 -3.43828649 -4.50936448 -4.523123 -4.08907358 -4.93871596
-4.11943287 -4.25826029 -4.31090417 -4.32554203 -4.00961665 -3.58200655
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-4.50492575 -4.64038293 -4.68426719 -4.92985565 -4.11155504 -4.41964661]
hidden Outputs: [ 0.0233127 0.03112011 0.01088565 0.0107385 0.01647865 0.00711284
0.01599377 0.01394955 0.01324366 0.01305373 0.01781714 0.02706683
0.00738246 0.00878702 0.00865199 0.01221094 0.02992591 0.00802446
0.01119256 0.01331781 0.01857508 0.01310138 0.01529008 0.01071598
0.01093355 0.00956169 0.00915492 0.00717568 0.01611823 0.01189528]
final inputs: [-0.35315292 -0.0239991 0.10960364 0.41456162 0.02639514 0.24582638
-0.02258223 -0.19946264 -0.29876347 0.31832895]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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5.47736989e-02 8.00225798e-01 2.38903774e-02 -4.87249076e-01
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oet: [-0.10147071 -0.43062453 -0.56422726 -0.86918525 -0.48101876 -0.70045
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[-0.43509575 -0.0299392 0.14285621 0.51904947 0.04109349 0.30267273
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X: [ 0. 0. -0.5036826 -0.03746875 0.51988127 0. 0.
0. 1. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0. ]
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
-0.50690259]]
hidden inputs: [-3.75917458 -3.37607537 -4.32877516 -4.25865509 -3.89361268 -4.46509116
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-4.11375791 -4.59270244 -4.22694866 -4.78615938 -4.0335074 -4.7242942 ]
hidden Outputs: [ 0.0227723 0.03305159 0.01301214 0.01394412 0.0199649 0.01137282
0.01991087 0.02095969 0.02282229 0.02115913 0.02142921 0.02865558
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0.01608333 0.01002396 0.01438686 0.00827539 0.01740384 0.00879887]
final inputs: [-0.43509575 -0.0299392 0.14285621 0.51904947 0.04109349 0.30267273
-0.02153577 -0.25243375 -0.37891031 0.40042873]
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[ -8.70407216e-01 -1.69497777e-02 2.72969063e-01 8.50217913e-01
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[ -5.91644147e-01 -5.58676088e-02 5.45034938e-01 9.59372742e-01
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[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
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oet: [-0.33377207 -0.73892862 -0.91172403 -1.28791729 -0.80996131 -1.07154054
-0.74733205 -0.51643407 -0.38995751 -1.16929655]
[-0.12776002 -0.00719696 0.03842466 0.15320655 0.00541268 0.08574576
-0.00451009 -0.07499213 -0.11027972 0.12274363]
X: [ 1. 0. 0.22337816 -2.00709673 2.10644035 1. 0.
0. 0. 1. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
-0.50690259]]
hidden inputs: [-4.35551674 -5.08553122 -5.49179843 -6.2617469 -6.23920953 -6.61293889
-4.33569356 -4.31151231 -5.3955124 -4.93591637 -5.13512465 -4.80573086
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-5.35528021 -6.21421691 -5.86169985 -6.24585937 -5.98614276 -6.01298712]
hidden Outputs: [ 0.01267314 0.00614757 0.00410352 0.00190428 0.0019476 0.00134108
0.01292358 0.01323572 0.0045164 0.00713263 0.00585187 0.0081163
0.00257643 0.00328645 0.00139491 0.00533117 0.01517799 0.00373581
0.00462312 0.00363635 0.01303179 0.00636413 0.00382588 0.00250726
0.00470094 0.00199679 0.00283832 0.00193471 0.00250704 0.0024408 ]
final inputs: [-0.12776002 -0.00719696 0.03842466 0.15320655 0.00541268 0.08574576
-0.00451009 -0.07499213 -0.11027972 0.12274363]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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[ -1.04238751e+00 1.41223779e-02 1.47909902e-01 9.37436708e-01
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[ -8.80036296e-01 -2.02554611e-01 2.20786670e-01 1.15558016e+00
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oet: [ 1.99964605 1.87908298 1.83346136 1.71867948 1.86647334 1.78614027
1.87639612 1.94687816 1.98216575 1.7491424 ]
[-0.82473952 -0.05250714 0.26569726 0.99166216 0.06832457 0.57650466
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X: [ 0. 0. 0.01564651 -0.60762422 1.61845695 0. 1.
0. 0. 0. 1. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
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hidden inputs: [-2.82911446 -3.08713346 -3.14075821 -3.7611756 -4.15751747 -3.38010855
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-3.73140111 -3.85939015 -3.60136685 -3.86000182 -3.73646122 -3.51976357]
hidden Outputs: [ 0.05577101 0.04364112 0.04145698 0.02272782 0.01540532 0.03292294
0.05725538 0.04814588 0.03064345 0.0354661 0.03849721 0.03549863
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final inputs: [-0.82473952 -0.05250714 0.26569726 0.99166216 0.06832457 0.57650466
-0.03592551 -0.47410816 -0.71526422 0.76041556]
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oet: [ 0.65128176 -0.12095063 -0.43915502 -1.16511993 -0.24178234 -0.74996242
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[-1.50836056 -0.12814009 0.45973616 1.77676739 0.1165005 1.02895563
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X: [ 0. 0. -1.43847501 1.56933303 1.37405656 1. 0.
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[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-3.15338506 -2.70272645 -2.49922185 -3.11479775 -2.80257702 -2.75329924
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-2.40478968 -3.2536105 -2.75982118 -3.11860319 -2.88220991 -2.70292398]
hidden Outputs: [ 0.0409581 0.06281267 0.07591275 0.04250097 0.05718508 0.05990059
0.04122363 0.07407078 0.10056943 0.0844023 0.05588617 0.08661086
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final inputs: [-1.50836056 -0.12814009 0.45973616 1.77676739 0.1165005 1.02895563
-0.09255444 -0.8916766 -1.33708811 1.32520762]
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5.47736989e-02 8.00225798e-01 2.38903774e-02 -4.87249076e-01
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oet: [ 0.66230995 -0.71791051 -1.30578677 -2.622818 -0.96255111 -1.87500623
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[-0.24475443 -0.0166248 0.07304806 0.285079 0.01408367 0.16483484
-0.01770462 -0.1399189 -0.20427948 0.21563056]
X: [ 0. 0. -1.12687754 0.1180282 0.03189788 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-4.17157975 -3.96404802 -4.57338695 -4.99634872 -5.2471425 -5.41576067
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-4.93985995 -5.37585517 -5.35969518 -4.78479722 -4.32106977 -4.47003829]
hidden Outputs: [ 0.01519347 0.01863235 0.01021746 0.00671717 0.00523499 0.00442628
0.01308718 0.01295105 0.01372987 0.01265201 0.01129472 0.01656546
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0.00710476 0.00460565 0.00468033 0.00828658 0.01311147 0.01131733]
final inputs: [-0.24475443 -0.0166248 0.07304806 0.285079 0.01408367 0.16483484
-0.01770462 -0.1399189 -0.20427948 0.21563056]
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oet: [-0.61783534 -0.84596497 -0.93563783 -1.14766877 -0.87667344 -1.02742462
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[-0.11612255 -0.00597096 0.03746545 0.13910569 0.00773287 0.07860287
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X: [ 1. 0. 1.15817056 -1.33327663 0.76428167 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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0. 1. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 1. 0. 0. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
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...,
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-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-4.60663943 -4.99410271 -5.61385377 -6.25664145 -6.52335705 -6.64350554
-4.62583734 -4.41821163 -5.86190282 -5.47825703 -5.11241523 -5.546693
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-5.49760816 -6.57134684 -5.81941998 -6.77518645 -5.87409955 -6.16930521]
hidden Outputs: [ 0.0098866 0.00673217 0.00363374 0.00191401 0.00146658 0.00130076
0.00970043 0.01191216 0.00283775 0.00415923 0.00598548 0.00388518
0.00257661 0.00173462 0.00140297 0.00471566 0.02001495 0.00204799
0.00672989 0.00204932 0.0160619 0.00777382 0.00322113 0.00299207
0.00407984 0.00139795 0.00296054 0.00114046 0.00280344 0.00208832]
final inputs: [-0.11612255 -0.00597096 0.03746545 0.13910569 0.00773287 0.07860287
-0.00301515 -0.06723281 -0.10028546 0.1119249 ]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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-3.54125219e-01 8.93170950e-01]
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5.47736989e-02 8.00225798e-01 2.38903774e-02 -4.87249076e-01
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oet: [ 0.27344814 0.16329656 0.11986015 0.0182199 0.14959273 0.07872273
0.16034075 0.22455841 0.25761106 0.04540069]
[-0.29215084 -0.01783704 0.08765457 0.33972233 0.01687484 0.20029646
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[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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hidden inputs: [-3.91251272 -3.69072757 -4.82250108 -4.78256679 -5.1055304 -5.53188239
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-4.65037437 -5.45930906 -5.07184335 -5.30134127 -4.55254782 -4.72881076]
hidden Outputs: [ 0.01959843 0.02434631 0.00798241 0.00830493 0.00602658 0.00394292
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0.00946753 0.00423845 0.00623177 0.00496018 0.01043038 0.00875957]
final inputs: [-0.29215084 -0.01783704 0.08765457 0.33972233 0.01687484 0.20029646
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oet: [ 0.77474675 0.50043294 0.39494133 0.14287357 0.46572106 0.28229944
0.49644227 0.64597667 0.72833524 0.21687861]
[-0.38136087 -0.01825162 0.12762056 0.46809571 0.03757323 0.26211478
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[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-3.73453795 -3.78613877 -4.28937201 -4.89357887 -4.92875392 -5.09817378
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hidden Outputs: [ 0.02332706 0.02217991 0.01352802 0.0074388 0.00718354 0.00607081
0.01912173 0.03179003 0.00835264 0.02172716 0.01646096 0.02291319
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0.0212221 0.00530871 0.01286175 0.00803597 0.01095656 0.00873873]
final inputs: [-0.38136087 -0.01825162 0.12762056 0.46809571 0.03757323 0.26211478
-0.01017742 -0.22987788 -0.33814063 0.36452758]
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[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
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hidden inputs: [-3.53857203 -3.59662324 -4.13118027 -4.75835812 -4.67062558 -4.8815538
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-4.18612143 -5.00864434 -4.68110605 -4.54618829 -4.24487304 -4.35202797]
hidden Outputs: [ 0.02823444 0.02668456 0.01580994 0.0085067 0.00927949 0.00752812
0.01384295 0.02556732 0.02765409 0.01870236 0.0151751 0.03328862
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final inputs: [-0.38158884 -0.03344583 0.11054764 0.44110759 0.01636628 0.25292293
-0.02724926 -0.22575416 -0.32392939 0.33928696]
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oet: [-0.50856621 -0.85670922 -1.00070269 -1.33126264 -0.90652133 -1.14307798
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hidden inputs: [-4.59053304 -4.2295819 -5.61163797 -5.24793359 -5.60691222 -5.52936097
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hidden Outputs: [ 0.01004551 0.01434957 0.00364177 0.00523087 0.00365895 0.00395284
0.01336106 0.0176203 0.01071678 0.00836736 0.00670576 0.00995719
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final inputs: [-0.19270949 -0.01275162 0.06277355 0.23206956 0.0148409 0.13066742
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hidden inputs: [-3.62463543 -3.36783925 -4.31902235 -4.41651763 -4.47280904 -5.28988044
-3.8390765 -3.49721497 -4.18931148 -3.47531555 -3.79183959 -4.1327187
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-4.48469549 -4.62203165 -4.15048057 -4.99383715 -4.11142197 -4.8071149 ]
hidden Outputs: [ 0.02596658 0.03331583 0.01313799 0.01193212 0.01128637 0.00501707
0.02106038 0.02939158 0.01493042 0.0300228 0.02205661 0.01578602
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0.02394611 0.01333792 0.03650409 0.03119938 0.01522172 0.00848285
0.0111545 0.00973706 0.01551242 0.00673395 0.01612034 0.00810517]
final inputs: [-0.4039774 -0.01645247 0.1411762 0.50329139 0.04178626 0.29517515
-0.01451818 -0.23641361 -0.35832394 0.39159466]
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oet: [ 0.20295435 -0.18457057 -0.34219925 -0.70431444 -0.24280931 -0.49619819
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[-0.0782967 -0.00506514 0.02618733 0.09268118 0.00592115 0.05192739
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1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
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hidden inputs: [-5.3318289 -5.24157664 -6.01519654 -6.57503158 -7.14608578 -6.47986307
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-5.61710691 -7.23477965 -6.28981899 -6.54576004 -6.06879219 -5.94654563]
hidden Outputs: [ 0.00481195 0.00526405 0.00243542 0.00139282 0.00078732 0.00153167
0.00348632 0.00822403 0.00241552 0.00324083 0.00284556 0.00408136
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0.00362198 0.00072055 0.00185166 0.00143413 0.00230862 0.00260804]
final inputs: [-0.0782967 -0.00506514 0.02618733 0.09268118 0.00592115 0.05192739
-0.0010448 -0.04676095 -0.06681008 0.07131843]
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oet: [-0.87801502 -0.95124659 -0.98249905 -1.0489929 -0.96223287 -1.00823911
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[-0.16172814 -0.00892344 0.04738484 0.19403469 0.01014845 0.11080782
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X: [ 1. 0. -0.5036826 1.62116534 -0.69966852 1. 0.
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[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
-0.50690259]]
hidden inputs: [-4.62097382 -5.07575891 -4.65384817 -5.12991649 -5.73275306 -5.56446328
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hidden Outputs: [ 0.00974726 0.00620757 0.00943501 0.00588225 0.0032277 0.00381701
0.00939646 0.01281191 0.00579364 0.0097999 0.00648992 0.00687691
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final inputs: [-0.16172814 -0.00892344 0.04738484 0.19403469 0.01014845 0.11080782
-0.01083622 -0.09430637 -0.14138084 0.14940578]
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[ -1.06882735e+00 7.22181155e-02 1.64658212e-01 8.39514849e-01
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[ -8.70407216e-01 -1.69497777e-02 2.72969063e-01 8.50217913e-01
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
5.47736989e-02 8.00225798e-01 2.38903774e-02 -4.87249076e-01
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oet: [-0.82214886 -0.97495356 -1.03126184 -1.1779117 -0.99402545 -1.09468483
-0.97304078 -0.88957064 -0.84249617 -1.13328278]
[-0.4710591 -0.0326516 0.15213899 0.55963501 0.0419103 0.32709355
-0.02518248 -0.27739142 -0.40815938 0.43105678]
X: [ 0. 0. -0.39981678 0.22169283 -1.55384381 0. 0.
0. 1. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
-0.67630199]
[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
-0.50690259]]
hidden inputs: [-3.77082977 -3.42161766 -4.3353922 -4.21815661 -4.05098435 -4.52474334
-4.03882562 -3.65957559 -3.78556734 -3.89071621 -3.67070079 -3.58464823
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-3.94397206 -4.61111617 -4.16297031 -4.29328902 -3.97653431 -4.06968121]
hidden Outputs: [ 0.02251437 0.03162665 0.01292743 0.01451206 0.01710747 0.0107213
0.01731313 0.02509734 0.02219231 0.02002165 0.02482657 0.02699735
0.0183361 0.00930121 0.01161122 0.01641707 0.05113199 0.00998238
0.01199521 0.01654021 0.03416357 0.02482301 0.01826403 0.01282297
0.01900301 0.00984287 0.01532282 0.01347584 0.0184054 0.01679591]
final inputs: [-0.4710591 -0.0326516 0.15213899 0.55963501 0.0419103 0.32709355
-0.02518248 -0.27739142 -0.40815938 0.43105678]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
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-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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[ -1.04238751e+00 1.41223779e-02 1.47909902e-01 9.37436708e-01
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[ -9.59238174e-01 -1.95063993e-01 3.98986703e-01 1.33986559e+00
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[ -1.06882735e+00 7.22181155e-02 1.64658212e-01 8.39514849e-01
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[ -8.70407216e-01 -1.69497777e-02 2.72969063e-01 8.50217913e-01
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[ -5.91644147e-01 -5.58676088e-02 5.45034938e-01 9.59372742e-01
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[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
5.47736989e-02 8.00225798e-01 2.38903774e-02 -4.87249076e-01
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oet: [ 0.30311439 -0.13529311 -0.3200837 -0.72757972 -0.20985501 -0.49503826
-0.14276223 0.10944671 0.24021467 -0.59900149]
[-0.19743328 -0.01129513 0.0607679 0.2355371 0.01312337 0.13754221
-0.0110051 -0.11713235 -0.1724354 0.18350914]
X: [ 0. 0. 0.95043892 0.84368061 -0.69966852 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 0. 1. 0. 0. 0. 0. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
-0.67630199]
[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
-0.50690259]]
hidden inputs: [-4.19193944 -4.19427226 -5.05025483 -5.07086222 -5.59084371 -5.77673453
-4.42261986 -4.27614726 -5.08061797 -4.51458704 -4.68353829 -4.32761073
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-5.10123828 -5.0165293 -4.18717697 -4.51098114 -4.84811701 -5.76590848
-4.3431931 -5.52953751 -4.91467711 -5.61430011 -5.25202116 -5.2931281 ]
hidden Outputs: [ 0.01489182 0.01485764 0.0063669 0.00623785 0.003718 0.00308924
0.01186039 0.01370564 0.00617767 0.01082956 0.00916153 0.0130271
0.00401639 0.00642306 0.00276747 0.00649085 0.02136542 0.00351922
0.00605235 0.00658385 0.01496185 0.01086826 0.0077821 0.00312277
0.01282826 0.00395214 0.00728463 0.00363212 0.00520964 0.00500088]
final inputs: [-0.19743328 -0.01129513 0.0607679 0.2355371 0.01312337 0.13754221
-0.0110051 -0.11713235 -0.1724354 0.18350914]
[[ -5.96286223e-01 -1.14393311e-01 2.79837349e-01 9.22928281e-01
-1.86777205e-01 8.00555955e-01 9.33865751e-02 -4.29599405e-01
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[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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[ -1.06882735e+00 7.22181155e-02 1.64658212e-01 8.39514849e-01
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[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
5.47736989e-02 8.00225798e-01 2.38903774e-02 -4.87249076e-01
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oet: [-0.3509123 -0.53705045 -0.60911348 -0.78388268 -0.56146895 -0.68588778
-0.53734047 -0.43121323 -0.37591017 -0.73185472]
[-0.40763701 -0.03989516 0.12420991 0.46814434 0.01820157 0.2654863
-0.02630641 -0.24656469 -0.34882995 0.35730591]
X: [ 0. 1. -1.23074336 0.37718977 -1.55384381 1. 0.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 1. 0. 0. 0. 0. 0. ]
[[-1.21779854 -0.17128996 0.01981781 ..., -0.44815842 -0.62432716
-0.67630199]
[-1.32553789 0.06936389 -0.01953971 ..., -0.50311864 -0.33352865
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[-1.40596991 -0.28032937 -0.12475541 ..., -0.32472653 -0.55903616
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...,
[-1.66713707 -0.08515803 -0.20120721 ..., -0.36444536 -0.68265866
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[-1.43731908 -0.14786351 -0.20573704 ..., -0.51968001 -0.3019178
-0.6761302 ]
[-1.40689996 -0.04863601 -0.10386185 ..., -0.54279208 -0.5766234
-0.50690259]]
hidden inputs: [-4.0372036 -3.38774175 -4.37346662 -4.14626511 -4.71010263 -4.6710998
-3.91223706 -3.60786829 -3.3802453 -3.76549124 -4.29915091 -3.12797794
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-4.20259263 -4.50737865 -4.39986728 -4.28770551 -4.41082928 -4.62994753]
hidden Outputs: [ 0.01734074 0.03268077 0.01245049 0.01557692 0.00892351 0.00927513
0.01960373 0.02639404 0.03291858 0.02263216 0.01339814 0.04196783
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0.00966406 0.01081581 0.03339808 0.01325884 0.01031533 0.00761684
0.01473634 0.01090705 0.01213003 0.01355028 0.01199937 0.00966103]
final inputs: [-0.40763701 -0.03989516 0.12420991 0.46814434 0.01820157 0.2654863
-0.02630641 -0.24656469 -0.34882995 0.35730591]
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-3.54125219e-01 8.93170950e-01]
[ -8.27524581e-01 -6.34782928e-02 4.56550246e-01 8.43510569e-01
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[ -9.59238174e-01 -1.95063993e-01 3.98986703e-01 1.33986559e+00
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[ -1.06882735e+00 7.22181155e-02 1.64658212e-01 8.39514849e-01
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[ -8.70407216e-01 -1.69497777e-02 2.72969063e-01 8.50217913e-01
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[ -5.91644147e-01 -5.58676088e-02 5.45034938e-01 9.59372742e-01
-4.05922297e-02 6.30055585e-01 4.32496427e-01 -7.81958406e-01
-1.01132759e+00 9.48478694e-01]
[ -8.30712098e-01 -2.55979440e-01 3.53746288e-01 1.23836344e+00
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[ -1.01646480e+00 1.07279587e-01 -3.75856826e-02 1.13405429e+00
2.48326617e-01 4.89537900e-01 -3.09193578e-01 -5.47705879e-01
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[ -1.12721102e+00 1.25295160e-01 5.08561544e-01 1.16774511e+00
5.47736989e-02 8.00225798e-01 2.38903774e-02 -4.87249076e-01
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oet: [-0.36674387 -0.73448572 -0.89859078 -1.24252521 -0.79258244 -1.03986717
-0.74807446 -0.52781619 -0.42555093 -1.13168678]
Progress: 2.7% ... Training loss: 1.176 ... Validation loss: 1.396[-0.29440825 -0.01281841 0.08920854 0.35670818 0.02085456 0.20384089
-0.0176002 -0.16914123 -0.25518611 0.27512399]
X: [ 1. 0. 0.63884145 0.32535746 -0.69966852 0. 0.
1. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0. ]
[[-1.21772785 -0.17150505 0.03193367 ..., -0.45370211 -0.63739097
-0.67995247]
[-1.32581667 0.06904577 -0.00371387 ..., -0.50838711 -0.35138882
-0.69052761]
[-1.4070936 -0.2804128 -0.11487288 ..., -0.33087821 -0.5728299
-0.68877461]
...,
[-1.66777314 -0.08527564 -0.18815011 ..., -0.36935027 -0.69536574
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[-1.43822767 -0.1479563 -0.19128244 ..., -0.52486281 -0.32270117
-0.67981424]
[-1.40736596 -0.0487738 -0.0858324 ..., -0.54721046 -0.5926788
-0.51186732]]
hidden inputs: [-3.8224438 -4.51523514 -3.99032137 -4.76879902 -4.85501602 -4.88733503
-3.89785138 -3.78934364 -4.82601774 -3.88720377 -4.15877712 -4.61476814
-5.03757224 -5.02469988 -5.05727705 -4.07278597 -3.55474738 -4.49484521
-4.65591875 -4.33413937 -3.98204094 -4.19787374 -4.62131943 -4.83680926
-4.74816593 -5.2466073 -5.14884604 -4.89559332 -4.42406301 -4.45121827]
hidden Outputs: [ 0.02140604 0.01082262 0.01815796 0.00841909 0.00772901 0.00748505
0.01988213 0.02211051 0.00795461 0.02009068 0.01538622 0.00980734
0.00644764 0.00653063 0.00632263 0.01674472 0.027794 0.0110431
0.00941568 0.01294343 0.01830618 0.01480501 0.00974393 0.0078699
0.0085931 0.00523777 0.00577258 0.00742394 0.01184349 0.01152986]
final inputs: [-0.29440825 -0.01281841 0.08920854 0.35670818 0.02085456 0.20384089
-0.0176002 -0.16914123 -0.25518611 0.27512399]
[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
0.09241988 -0.42482119 -0.34610974 0.88183537]
[-0.81610187 -0.0656595 0.44859392 0.82271922 0.07660705 0.86327773
-0.08054611 -0.30597675 -0.46618731 0.26423232]
[-1.03380971 0.0122398 0.14161413 0.92125659 0.06760335 0.49934657
-0.19111914 -0.57738718 -0.72188357 0.56938505]
[-0.87345332 -0.20432879 0.21546403 1.1423644 0.21111002 0.73109035
-0.21513151 -0.69655829 -0.99396749 0.80555979]
[-0.90036517 -0.08505691 0.41832116 1.16128132 0.18335921 0.73347158
-0.02178994 -0.40318999 -0.72239501 0.92962685]
[-1.26137768 -0.11181546 0.41849681 1.12756463 0.13341389 0.67480143
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0.0310544 0.02868348 0.02788274 0.02720348 0.03635411 0.02969352]
final inputs: [-1.02335886 -0.06252212 0.32921616 1.23796887 0.09865849 0.70843094
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[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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[-1.03380971 0.0122398 0.14161413 0.92125659 0.06760335 0.49934657
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[-0.87345332 -0.20432879 0.21546403 1.1423644 0.21111002 0.73109035
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[-1.26137768 -0.11181546 0.41849681 1.12756463 0.13341389 0.67480143
-0.1332579 -0.57215787 -0.99610093 0.72199398]
[-0.97295863 0.06770239 0.060532 1.03385331 -0.02097131 0.35315578
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[-0.48021142 0.15187883 0.04486557 0.82824275 -0.00279031 0.21533842
0.09149202 -0.5384523 -0.70719178 0.6707563 ]
[-1.04226605 -0.61648524 0.18197972 0.83442779 -0.129137 0.38664455
-0.24126385 -0.80400111 -0.83795149 0.4383466 ]
[-0.46685266 0.12462856 0.10642074 1.03322065 -0.28885282 0.56184797
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[-1.03048745 0.10887514 0.5163672 1.49355145 -0.01351639 0.70520435
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[-1.12080203 0.12353779 0.50333415 1.1548018 0.05153657 0.79168262
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oet: [ 2.11239093 1.15155419 0.75981591 -0.1489368 0.99037358 0.38060113
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[-0.09068251 -0.00578203 0.02831548 0.10517432 0.00459572 0.06048115
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X: [ 1. 0. 0.22337816 -1.79976747 3.20419864 0. 1.
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[[-1.21772785 -0.17150505 0.03193367 ..., -0.45370211 -0.63739097
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[-1.32581667 0.06904577 -0.00371387 ..., -0.50838711 -0.35138882
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...,
[-1.66777314 -0.08527564 -0.18815011 ..., -0.36935027 -0.69536574
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[-1.43822767 -0.1479563 -0.19128244 ..., -0.52486281 -0.32270117
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[-1.40736596 -0.0487738 -0.0858324 ..., -0.54721046 -0.5926788
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hidden inputs: [-5.16126847 -4.74789435 -5.7498338 -6.44970554 -6.76242301 -7.0007089
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-6.09383812 -6.9290063 -6.19777571 -6.82088941 -6.06706488 -6.0306163 ]
hidden Outputs: [ 0.00570173 0.00859541 0.00317321 0.00157849 0.00115509 0.00091041
0.00748426 0.00735726 0.00284652 0.00472738 0.00509999 0.00523241
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0.00433138 0.00323911 0.01292136 0.00448712 0.0025684 0.00147397
0.00225165 0.00097802 0.00202982 0.00108956 0.00231261 0.00239825]
final inputs: [-0.09068251 -0.00578203 0.02831548 0.10517432 0.00459572 0.06048115
-0.00309266 -0.05161586 -0.07593712 0.08268253]
[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
0.09241988 -0.42482119 -0.34610974 0.88183537]
[-0.81610187 -0.0656595 0.44859392 0.82271922 0.07660705 0.86327773
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[-0.48021142 0.15187883 0.04486557 0.82824275 -0.00279031 0.21533842
0.09149202 -0.5384523 -0.70719178 0.6707563 ]
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[-1.12080203 0.12353779 0.50333415 1.1548018 0.05153657 0.79168262
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oet: [ 0.59533064 0.51043015 0.47633265 0.39947381 0.5000524 0.44416698
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X: [ 1. 0. -0.5036826 -0.24479801 -0.45608552 0. 1.
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[[-1.21772785 -0.17150505 0.03193367 ..., -0.45370211 -0.63739097
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[-1.32581667 0.06904577 -0.00371387 ..., -0.50838711 -0.35138882
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[-1.4070936 -0.2804128 -0.11487288 ..., -0.33087821 -0.5728299
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...,
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[-1.43822767 -0.1479563 -0.19128244 ..., -0.52486281 -0.32270117
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[-1.40736596 -0.0487738 -0.0858324 ..., -0.54721046 -0.5926788
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hidden inputs: [-5.79589904 -5.28155696 -6.47114607 -6.43538222 -6.81237194 -6.63550491
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-5.81301598 -6.83520579 -6.18922689 -6.24422217 -6.10086153 -5.98794184]
hidden Outputs: [ 0.00303078 0.00505879 0.00154506 0.00160123 0.00109887 0.00131119
0.00429486 0.00569875 0.00417068 0.00314917 0.00318948 0.00429201
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0.00272816 0.00230941 0.01209384 0.00325641 0.00289963 0.00141301
0.0029795 0.00107409 0.00204721 0.00193788 0.00223593 0.00250254]
final inputs: [-0.07298192 -0.00577739 0.02387276 0.08356001 0.00442848 0.04657946
-0.00245327 -0.04335861 -0.06090528 0.0640613 ]
[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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oet: [-0.58562478 -0.65282931 -0.68247946 -0.74216671 -0.66303518 -0.70518616
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...,
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[-1.40736596 -0.0487738 -0.0858324 ..., -0.54721046 -0.5926788
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hidden inputs: [-4.89886289 -5.00441363 -5.70259437 -6.06802721 -6.54591726 -6.37212929
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-5.29399522 -6.74165458 -5.85694608 -6.42048918 -6.09518403 -5.87724349]
hidden Outputs: [ 0.00739989 0.00666357 0.0033262 0.00231039 0.00143391 0.0017056
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final inputs: [-0.10522873 -0.00843955 0.0314383 0.12136364 0.00450152 0.06839221
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0.09149202 -0.5384523 -0.70719178 0.6707563 ]
[-1.04226605 -0.61648524 0.18197972 0.83442779 -0.129137 0.38664455
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[-1.12080203 0.12353779 0.50333415 1.1548018 0.05153657 0.79168262
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oet: [-0.16746405 -0.26425323 -0.30413107 -0.39405642 -0.2771943 -0.34108499
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X: [ 0. 0. -1.54234083 0.32535746 -0.82146002 0. 0.
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[[-1.21772785 -0.17150505 0.03193367 ..., -0.45370211 -0.63739097
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hidden inputs: [-3.63314037 -3.43755074 -3.8532234 -4.27119472 -3.84351559 -4.22623666
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-3.60054847 -4.11900747 -4.00817182 -3.97335838 -3.97205736 -4.68720415]
hidden Outputs: [ 0.02575233 0.0311423 0.02077068 0.01377275 0.02096905 0.01439696
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final inputs: [-0.5110799 -0.04291447 0.15314323 0.58197282 0.03090663 0.33071464
-0.03525046 -0.30241124 -0.4376738 0.45069071]
[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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oet: [-0.4231796 -0.89134503 -1.08740273 -1.51623232 -0.96516613 -1.26497414
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X: [ 1. 0. -1.12687754 -0.91861811 1.37405656 1. 0.
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[[-1.21772785 -0.17150505 0.03193367 ..., -0.45370211 -0.63739097
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[-1.32581667 0.06904577 -0.00371387 ..., -0.50838711 -0.35138882
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...,
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[-1.40736596 -0.0487738 -0.0858324 ..., -0.54721046 -0.5926788
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hidden inputs: [-4.74894928 -5.21783628 -5.49913303 -6.34499114 -6.45574957 -6.37204333
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-4.97024647 -6.21611562 -6.10201691 -6.51624725 -5.87183776 -5.91363508]
hidden Outputs: [ 0.00858643 0.00538983 0.00407365 0.00175244 0.001569 0.00170575
0.00591722 0.00846229 0.00433593 0.0041061 0.00358531 0.00872442
0.00135091 0.00329563 0.00123042 0.00387878 0.01079898 0.00191244
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final inputs: [-0.10154244 -0.00741343 0.02941507 0.11604916 0.00344422 0.0649875
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[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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oet: [ 0.33605082 0.24192181 0.20509331 0.11845922 0.23106416 0.16952088
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hidden inputs: [-5.51326377 -5.57244494 -6.92702734 -6.93441167 -7.07247959 -7.36103217
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-6.41549865 -7.27520107 -6.60788609 -7.16771106 -6.45750543 -6.37309823]
hidden Outputs: [ 0.00401672 0.00378678 0.00097995 0.00097275 0.00084741 0.00063514
0.00419308 0.00515846 0.00200786 0.00254574 0.00217434 0.0027756
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[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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[-1.12080203 0.12353779 0.50333415 1.1548018 0.05153657 0.79168262
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oet: [-0.5609978 -0.61112352 -0.63093721 -0.67811207 -0.61731778 -0.65012731
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X: [ 0. 0. 1.88523132 -1.12594737 0.76428167 0. 0.
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[-1.32581667 0.06904577 -0.00371387 ..., -0.50838711 -0.35138882
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...,
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[-1.40736596 -0.0487738 -0.0858324 ..., -0.54721046 -0.5926788
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hidden inputs: [-3.54154079 -3.51775382 -4.38313196 -4.59386817 -4.85549997 -5.28192311
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-4.27137165 -5.37002083 -4.85709091 -5.1039393 -4.24010346 -4.54317221]
hidden Outputs: [ 0.0281531 0.02881128 0.01233221 0.0100124 0.0077253 0.00505694
0.02519509 0.03536248 0.01013233 0.01852521 0.02284972 0.01957517
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0.01377035 0.00463247 0.00771311 0.00603612 0.01420151 0.01052759]
final inputs: [-0.37657101 -0.02080241 0.1141153 0.44707251 0.0259198 0.26079272
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[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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[-0.48021142 0.15187883 0.04486557 0.82824275 -0.00279031 0.21533842
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[-1.12080203 0.12353779 0.50333415 1.1548018 0.05153657 0.79168262
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oet: [ 1.00801942 0.65225083 0.51733312 0.18437591 0.60552862 0.3706557
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X: [ 1. 0. -1.43847501 1.56933303 -0.69966852 1. 0.
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[-1.32581667 0.06904577 -0.00371387 ..., -0.50838711 -0.35138882
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...,
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hidden inputs: [-4.21655799 -4.38567002 -4.33479969 -4.63338772 -4.8545386 -4.63068702
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-3.83807878 -4.60707517 -4.33649235 -4.63570683 -4.39154722 -4.38479835]
hidden Outputs: [ 0.01453494 0.01230133 0.01293499 0.00962817 0.00773267 0.00965395
0.0153036 0.02338353 0.01463279 0.01855014 0.00959799 0.0216155
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0.02108096 0.00988233 0.0129134 0.00960608 0.01223013 0.01231193]
final inputs: [-0.34696832 -0.02400118 0.10850528 0.40731366 0.02075837 0.22706537
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[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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hidden inputs: [-4.90401088 -4.64919773 -5.21538814 -6.28074787 -5.98350026 -6.34338512
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hidden Outputs: [ 0.00736217 0.00947857 0.00540297 0.0018685 0.00251366 0.00175525
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[-1.12080203 0.12353779 0.50333415 1.1548018 0.05153657 0.79168262
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oet: [ 2.2207154 2.09029789 2.03847984 1.9179416 2.07232141 1.98885975
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X: [ 0. 0. 0.74270727 0.32535746 -0.69966852 0. 1.
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[-1.40736596 -0.0487738 -0.0858324 ..., -0.54721046 -0.5926788
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hidden inputs: [-2.87734084 -3.36775673 -3.39885337 -3.68503838 -3.71780515 -4.08549325
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-3.74359297 -3.90256134 -3.80519552 -3.8279195 -3.25186856 -3.74257912]
hidden Outputs: [ 0.05328512 0.03331849 0.03233132 0.02448181 0.02371133 0.01653678
0.04203246 0.04823472 0.01857266 0.04780678 0.03856555 0.02524107
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final inputs: [-0.72553641 -0.0316057 0.23432296 0.89474303 0.06539547 0.52103228
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[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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oet: [ 1.52788957 0.83395885 0.56803019 -0.09238988 0.73695768 0.28132088
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[-1.32581667 0.06904577 -0.00371387 ..., -0.50838711 -0.35138882
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hidden inputs: [-4.15041437 -3.71624072 -4.53062964 -5.08364583 -4.85975589 -4.85168276
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-4.06445652 -5.02785023 -4.46632119 -4.72146438 -4.64182038 -4.61236492]
hidden Outputs: [ 0.01551343 0.02374758 0.01065905 0.0061591 0.00769274 0.00775461
0.00980732 0.02450182 0.01580339 0.01783366 0.01380768 0.02234299
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0.00827406 0.01037489 0.02835114 0.01378487 0.0091313 0.00796158
0.01688241 0.00651022 0.011359 0.00882358 0.00954809 0.00983071]
final inputs: [-0.3017581 -0.02030374 0.09759783 0.35344762 0.01822346 0.2022968
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[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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hidden inputs: [-2.87437007 -3.3064852 -3.59376038 -3.6079532 -4.4041953 -3.64871878
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hidden Outputs: [ 0.05343518 0.03534938 0.02675901 0.02639186 0.01207827 0.02536436
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oet: [ 2.36513346 1.6010597 1.27802306 0.55357278 1.46280239 0.98134801
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hidden inputs: [-4.79656549 -5.3682496 -5.33492792 -6.34792254 -6.2811774 -6.22209463
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hidden Outputs: [ 0.00819042 0.00464065 0.00479713 0.00174732 0.0018677 0.00198115
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final inputs: [-0.10973548 -0.00930309 0.03020631 0.12268131 0.00190055 0.06634163
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[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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oet: [-0.88516764 -0.98560003 -1.02510942 -1.11758443 -0.99680366 -1.06124475
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hidden inputs: [-4.01917589 -4.45311545 -4.33038656 -4.98237997 -5.20604595 -5.13026122
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-4.47061561 -5.17301404 -5.28302959 -4.97339324 -4.70976061 -4.4996626 ]
hidden Outputs: [ 0.01765062 0.01150826 0.01299146 0.00681101 0.00545341 0.00588023
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final inputs: [-0.26815097 -0.01394003 0.08665875 0.32321318 0.02364134 0.18340939
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hidden inputs: [-3.59594633 -3.62429948 -3.90125143 -4.85692439 -4.82215928 -4.62498026
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-4.21253596 -4.67959937 -4.79003381 -4.70156733 -4.49314196 -4.36846643]
hidden Outputs: [ 0.02684668 0.01632547 0.01281213 0.00987482 0.00958738 0.00489389
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final inputs: [-0.35320836 -0.02413384 0.10162147 0.41523125 0.01632046 0.23529046
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[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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0.09149202 -0.5384523 -0.70719178 0.6707563 ]
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[-1.12080203 0.12353779 0.50333415 1.1548018 0.05153657 0.79168262
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oet: [ 0.86336955 0.53429502 0.40853971 0.09492994 0.49384072 0.27487072
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[-0.50759376 -0.03036723 0.16242869 0.6035453 0.03840159 0.35407339
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X: [ 0. 0. 0.53497563 -0.71128885 1.61845695 0. 0.
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[[-1.21772785 -0.17150505 0.03193367 ..., -0.45370211 -0.63739097
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hidden inputs: [-3.33015978 -3.08612851 -3.73580561 -4.19609166 -4.38786583 -5.05493191
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hidden Outputs: [ 0.0345509 0.04368308 0.02329819 0.01483103 0.01227468 0.00633738
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final inputs: [-0.50759376 -0.03036723 0.16242869 0.6035453 0.03840159 0.35407339
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[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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oet: [ 0.58222351 0.10499699 -0.08779894 -0.52891554 0.03622816 -0.27944363
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X: [ 1. 0. 1.36590221 -1.64427052 1.61845695 0. 1.
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[[-1.21772785 -0.17150505 0.03193367 ..., -0.45370211 -0.63739097
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...,
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[-1.40736596 -0.0487738 -0.0858324 ..., -0.54721046 -0.5926788
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hidden inputs: [-5.07216817 -5.11648936 -6.1419819 -6.32778728 -6.3580647 -7.15908685
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-5.83102554 -6.85620372 -6.06906168 -7.03940257 -5.98262161 -6.18186345]
hidden Outputs: [ 0.00622976 0.00596129 0.00214604 0.0017828 0.00172972 0.00077716
0.00643902 0.01045149 0.00282636 0.00562982 0.00721476 0.00399512
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0.00555706 0.00315855 0.01118875 0.00807076 0.00478522 0.00120974
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final inputs: [-0.0926975 -0.00331399 0.02982772 0.11389479 0.00872211 0.0646076
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oet: [ 1.10454679 1.01516328 0.98202156 0.89795449 1.00312718 0.94724169
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hidden inputs: [-3.66175656 -3.48753022 -3.77405104 -4.2308138 -4.77034085 -4.35965966
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hidden Outputs: [ 0.02504404 0.02966912 0.02244359 0.01433216 0.00840623 0.0126214
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hidden inputs: [-2.67411607 -3.01140784 -3.06373162 -3.26322868 -2.95815163 -3.39986735
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hidden Outputs: [ 0.0645181 0.04691316 0.04462833 0.03685443 0.04935265 0.03229961
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final inputs: [-1.17177655 -0.06489231 0.38842525 1.42326756 0.1180934 0.83095395
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oet: [ 2.61364421 1.50675996 1.0534424 0.01860009 1.32377425 0.6109137
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hidden inputs: [-4.64575104 -4.65608614 -5.20479905 -6.44914924 -5.6817679 -6.38340021
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hidden Outputs: [ 0.00951099 0.00941412 0.00546018 0.00157937 0.00339596 0.00168652
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final inputs: [-0.14894154 -0.00594885 0.04893129 0.1819656 0.01277233 0.10403946
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[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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hidden inputs: [-4.6717453 -4.72192983 -6.02887913 -5.55825744 -5.66523311 -6.51405159
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hidden Outputs: [ 0.0092692 0.00881951 0.00240241 0.00384068 0.00345238 0.00148027
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oet: [ 3.18610002 3.06102189 3.00943941 2.89288948 3.04201145 2.95952289
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hidden inputs: [-4.96917407 -4.740008 -5.99795618 -5.84461131 -5.9071543 -6.12133138
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hidden Outputs: [ 0.00690093 0.00866288 0.00247767 0.0028871 0.00271254 0.00219072
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final inputs: [-0.11030214 -0.00854895 0.03516926 0.12963458 0.0067523 0.07405769
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oet: [-0.83498347 -0.93673667 -0.98045487 -1.07492019 -0.95203791 -1.0193433
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hidden inputs: [-3.9378985 -4.26230145 -3.84201699 -4.59877302 -4.86077623 -4.93534198
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hidden Outputs: [ 0.01911656 0.01389407 0.02099984 0.0099639 0.00768495 0.0071367
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final inputs: [-0.33344058 -0.01731018 0.10927757 0.40215497 0.02656404 0.23179903
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hidden Outputs: [ 0.00722767 0.00707496 0.0047125 0.00224178 0.00204015 0.0012583
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oet: [ 1.66462125 1.56407354 1.52421955 1.43162371 1.55198848 1.48528567
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hidden inputs: [-4.23318154 -3.91616167 -4.85521926 -4.60253434 -4.553358 -4.99238548
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hidden Outputs: [ 0.01429875 0.01952844 0.00772745 0.00992686 0.01042202 0.00674366
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final inputs: [-0.28247508 -0.01916629 0.08675643 0.32783558 0.01615896 0.1888121
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oet: [-0.55806247 -0.82137126 -0.92729398 -1.16837312 -0.85669651 -1.02934964
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X: [ 0. 0. 0.22337816 -0.5557919 1.37405656 0. 1.
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hidden inputs: [-2.4791253 -2.44882716 -2.83819044 -3.28025672 -2.98745054 -3.10274527
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hidden Outputs: [ 0.07733459 0.07952436 0.05529499 0.03625475 0.04799605 0.04299416
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final inputs: [-1.53214355 -0.07957912 0.54567967 1.91296135 0.18282481 1.11050685
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hidden Outputs: [ 0.01955129 0.0167359 0.02957205 0.02475125 0.00935762 0.02151402
0.02371852 0.03375794 0.01955194 0.02034587 0.01477713 0.01938415
0.0144194 0.01777698 0.01304378 0.02359108 0.03873881 0.02029548
0.01204922 0.01933127 0.0251862 0.01967536 0.02132621 0.01175335
0.02615296 0.01047673 0.0140036 0.02033836 0.02058877 0.02132592]
final inputs: [-0.50206263 -0.03513752 0.15052997 0.59653785 0.04323759 0.3387681
-0.03303813 -0.30163086 -0.44321088 0.44429554]
[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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-0.08054611 -0.30597675 -0.46618731 0.26423232]
[-1.03380971 0.0122398 0.14161413 0.92125659 0.06760335 0.49934657
-0.19111914 -0.57738718 -0.72188357 0.56938505]
[-0.87345332 -0.20432879 0.21546403 1.1423644 0.21111002 0.73109035
-0.21513151 -0.69655829 -0.99396749 0.80555979]
[-0.90036517 -0.08505691 0.41832116 1.16128132 0.18335921 0.73347158
-0.02178994 -0.40318999 -0.72239501 0.92962685]
[-1.26137768 -0.11181546 0.41849681 1.12756463 0.13341389 0.67480143
-0.1332579 -0.57215787 -0.99610093 0.72199398]
[-0.97295863 0.06770239 0.060532 1.03385331 -0.02097131 0.35315578
-0.07659725 -0.36885139 -0.67365152 0.81290794]
[-0.48021142 0.15187883 0.04486557 0.82824275 -0.00279031 0.21533842
0.09149202 -0.5384523 -0.70719178 0.6707563 ]
[-1.04226605 -0.61648524 0.18197972 0.83442779 -0.129137 0.38664455
-0.24126385 -0.80400111 -0.83795149 0.4383466 ]
[-0.46685266 0.12462856 0.10642074 1.03322065 -0.28885282 0.56184797
-0.19426897 -0.22849338 -0.62176698 0.70958565]
[-0.81739831 0.27652909 0.36358487 0.77641431 0.33063222 0.83032023
0.07706512 -0.30381856 -0.46654978 0.79473778]
[-1.04709726 -0.12584826 0.01663872 0.75157865 -0.25220938 0.11760207
-0.22955646 -0.5937576 -0.73676193 1.0032256 ]
[-0.67951677 -0.06851057 0.57856321 0.97296028 0.59039824 0.86578726
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[-0.78095138 -0.28214967 0.37704453 1.37297262 0.22168192 0.82681243
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[-1.03048745 0.10887514 0.5163672 1.49355145 -0.01351639 0.70520435
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[-0.88425682 0.1488793 0.43400003 0.79158851 0.03978208 0.40497887
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[-0.81443945 -0.27436239 0.35778159 1.22753834 0.06200638 0.87554144
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[-0.72903794 0.00236395 0.37062778 0.97224534 0.19123612 0.64913172
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[-0.82509127 -0.20425654 0.02197904 1.03070354 0.11039438 0.6533914
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[-0.80747457 -0.17583835 0.5440903 0.74157096 0.03600047 0.34596011
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[-0.30692468 0.19832684 0.35767884 1.23018801 0.59981072 0.45515615
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[-0.7226955 -0.12095536 0.05159209 1.11480569 0.38683074 0.52071806
0.13324147 -0.49248152 -0.93069896 0.7119657 ]
[-0.95175901 -0.1963494 0.39398105 1.32657522 -0.01759393 0.39789596
-0.32502475 -0.10185972 -0.88026581 0.80386348]
[-1.06071452 0.0702606 0.15846032 0.8238034 0.06713237 0.57819132
-0.33576913 -0.62401176 -0.87457081 0.4770633 ]
[-0.86463729 -0.01852408 0.26826467 0.83857308 0.1148896 0.95051027
0.07417962 -0.55272081 -1.11081756 0.86549068]
[-0.5842824 -0.0578014 0.53914683 0.94470142 -0.04421611 0.62038372
0.43037534 -0.77876792 -1.00509503 0.93679852]
[-0.82501796 -0.25788307 0.34861459 1.22604816 0.02544833 0.57408314
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[-1.00742824 0.10515457 -0.04446035 1.11663145 0.24416381 0.47812546
-0.31153577 -0.54367756 -0.74312019 0.56595947]
[-1.12080203 0.12353779 0.50333415 1.1548018 0.05153657 0.79168262
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oet: [-0.52040577 -0.98733087 -1.17299836 -1.61900624 -1.06570599 -1.3612365
-0.98943027 -0.72083754 -0.57925752 -1.46676394]
[-0.12847177 -0.00468343 0.04194241 0.15515959 0.00996708 0.08683467
-0.00106352 -0.07654832 -0.11157845 0.12307201]
X: [ 1. 0. 2.30069462 -1.74793515 0.51988127 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
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[[-1.21772785 -0.17150505 0.03193367 ..., -0.45370211 -0.63739097
-0.67995247]
[-1.32581667 0.06904577 -0.00371387 ..., -0.50838711 -0.35138882
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[-1.4070936 -0.2804128 -0.11487288 ..., -0.33087821 -0.5728299
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...,
[-1.66777314 -0.08527564 -0.18815011 ..., -0.36935027 -0.69536574
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[-1.43822767 -0.1479563 -0.19128244 ..., -0.52486281 -0.32270117
-0.67981424]
[-1.40736596 -0.0487738 -0.0858324 ..., -0.54721046 -0.5926788
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hidden inputs: [-4.68500172 -4.93403738 -5.56247549 -6.1090159 -6.26866583 -6.69416751
-4.78712359 -3.85744175 -5.58704529 -5.04002586 -4.61602384 -5.20275301
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-4.87437882 -5.32307024 -3.88414977 -4.83226521 -5.43965761 -6.16064285
-5.31878498 -6.74424529 -6.13991249 -6.4869829 -5.83743638 -5.70900587]
hidden Outputs: [ 0.00914826 0.00714595 0.00382458 0.00221781 0.00189117 0.00123658
0.00826748 0.02068506 0.0037321 0.00643194 0.00979516 0.0054713
0.00250584 0.0019044 0.00129558 0.00414071 0.01334051 0.00324639
0.00758191 0.00485408 0.0201509 0.00790546 0.00432221 0.00210645
0.00487482 0.00117625 0.00215048 0.00152082 0.00290783 0.00330501]
final inputs: [-0.12847177 -0.00468343 0.04194241 0.15515959 0.00996708 0.08683467
-0.00106352 -0.07654832 -0.11157845 0.12307201]
[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
0.09241988 -0.42482119 -0.34610974 0.88183537]
[-0.81610187 -0.0656595 0.44859392 0.82271922 0.07660705 0.86327773
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[-0.87345332 -0.20432879 0.21546403 1.1423644 0.21111002 0.73109035
-0.21513151 -0.69655829 -0.99396749 0.80555979]
[-0.90036517 -0.08505691 0.41832116 1.16128132 0.18335921 0.73347158
-0.02178994 -0.40318999 -0.72239501 0.92962685]
[-1.26137768 -0.11181546 0.41849681 1.12756463 0.13341389 0.67480143
-0.1332579 -0.57215787 -0.99610093 0.72199398]
[-0.97295863 0.06770239 0.060532 1.03385331 -0.02097131 0.35315578
-0.07659725 -0.36885139 -0.67365152 0.81290794]
[-0.48021142 0.15187883 0.04486557 0.82824275 -0.00279031 0.21533842
0.09149202 -0.5384523 -0.70719178 0.6707563 ]
[-1.04226605 -0.61648524 0.18197972 0.83442779 -0.129137 0.38664455
-0.24126385 -0.80400111 -0.83795149 0.4383466 ]
[-0.46685266 0.12462856 0.10642074 1.03322065 -0.28885282 0.56184797
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-0.22955646 -0.5937576 -0.73676193 1.0032256 ]
[-0.67951677 -0.06851057 0.57856321 0.97296028 0.59039824 0.86578726
0.40707583 -0.5710298 -0.7952818 1.04113585]
[-0.78095138 -0.28214967 0.37704453 1.37297262 0.22168192 0.82681243
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[-0.88425682 0.1488793 0.43400003 0.79158851 0.03978208 0.40497887
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0.43037534 -0.77876792 -1.00509503 0.93679852]
[-0.82501796 -0.25788307 0.34861459 1.22604816 0.02544833 0.57408314
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[-1.12080203 0.12353779 0.50333415 1.1548018 0.05153657 0.79168262
0.02197195 -0.4845061 -0.55316578 0.76076361]]
oet: [ 0.26374514 0.1399568 0.09333097 -0.01988622 0.1253063 0.0484387
0.1363369 0.21182169 0.24685182 0.01220136]
[-0.11515563 -0.0071989 0.03755066 0.1363234 0.00827464 0.07842912
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X: [ 1. 0. 0.74270727 -2.05892905 0.76428167 0. 1.
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[[-1.21772785 -0.17150505 0.03193367 ..., -0.45370211 -0.63739097
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[-1.32581667 0.06904577 -0.00371387 ..., -0.50838711 -0.35138882
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[-1.4070936 -0.2804128 -0.11487288 ..., -0.33087821 -0.5728299
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...,
[-1.66777314 -0.08527564 -0.18815011 ..., -0.36935027 -0.69536574
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[-1.43822767 -0.1479563 -0.19128244 ..., -0.52486281 -0.32270117
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[-1.40736596 -0.0487738 -0.0858324 ..., -0.54721046 -0.5926788
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hidden inputs: [-4.78399005 -4.69625583 -6.05133847 -6.16867063 -6.26746126 -6.77267047
-4.66853779 -4.63869626 -5.57229865 -5.29513774 -5.04988493 -5.37203591
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-4.77415337 -5.64554207 -4.04895402 -4.91014763 -5.47617316 -6.17496508
-5.69912122 -6.67901971 -5.94108608 -7.07035282 -5.85180885 -6.15612421]
hidden Outputs: [ 0.00829321 0.0090468 0.00234918 0.00208964 0.00189345 0.00114333
0.00929871 0.00957768 0.00378733 0.00499089 0.00636924 0.00462319
0.00307204 0.00107024 0.00147152 0.00392405 0.01813603 0.00225793
0.00837451 0.00352079 0.01714165 0.00731746 0.00416787 0.00207656
0.00333773 0.00125543 0.00262228 0.00084921 0.00286645 0.00211597]
final inputs: [-0.11515563 -0.0071989 0.03755066 0.1363234 0.00827464 0.07842912
-0.00254605 -0.06563387 -0.09860859 0.10904105]
[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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[-0.81610187 -0.0656595 0.44859392 0.82271922 0.07660705 0.86327773
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[-1.03380971 0.0122398 0.14161413 0.92125659 0.06760335 0.49934657
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[-0.90036517 -0.08505691 0.41832116 1.16128132 0.18335921 0.73347158
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[-1.26137768 -0.11181546 0.41849681 1.12756463 0.13341389 0.67480143
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[-0.48021142 0.15187883 0.04486557 0.82824275 -0.00279031 0.21533842
0.09149202 -0.5384523 -0.70719178 0.6707563 ]
[-1.04226605 -0.61648524 0.18197972 0.83442779 -0.129137 0.38664455
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[-1.12080203 0.12353779 0.50333415 1.1548018 0.05153657 0.79168262
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oet: [ 2.35641641 2.24845968 2.20371012 2.10493738 2.23298614 2.16283166
2.24380683 2.30689465 2.33986937 2.13221974]
[-0.11403365 -0.00719148 0.0327072 0.13349628 0.00698802 0.07536746
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X: [ 1. 0. 0.4311098 -1.59243821 0.88607317 1. 0.
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hidden inputs: [-4.99794677 -4.96984952 -5.2760858 -5.86658697 -6.71512741 -6.36867432
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hidden Outputs: [ 0.00670651 0.0068963 0.0050864 0.00282452 0.00121096 0.0017115
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final inputs: [-0.11403365 -0.00719148 0.0327072 0.13349628 0.00698802 0.07536746
-0.00504261 -0.06733387 -0.10030737 0.10551841]
[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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oet: [ 1.05972627 0.95288409 0.91298541 0.81219633 0.9387046 0.87032516
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[-0.31731603 -0.0193763 0.10023698 0.38324372 0.02510867 0.21694965
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X: [ 0. 0. 1.46976803 0.16986051 -0.69966852 0. 0.
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hidden inputs: [-3.94680976 -3.74929848 -4.64703317 -4.85556233 -4.95975798 -5.18513638
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-4.51659519 -5.20550108 -4.78847788 -4.58952491 -4.26702576 -4.48680122]
hidden Outputs: [ 0.01895018 0.02299312 0.00949892 0.00772482 0.00696576 0.005568
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final inputs: [-0.31731603 -0.0193763 0.10023698 0.38324372 0.02510867 0.21694965
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[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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oet: [-0.19795121 -0.49589094 -0.61550422 -0.89851096 -0.54037591 -0.73221689
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X: [ 0. 1. 0.22337816 -0.5557919 0.51988127 0. 1.
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hidden inputs: [-4.63529613 -3.76443396 -5.17046285 -4.58079275 -4.97101875 -5.53282401
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-5.00141395 -5.43065091 -4.77622165 -5.3419695 -4.76405972 -4.68982332]
hidden Outputs: [ 0.00960999 0.02265556 0.00564984 0.01014284 0.0068883 0.00393923
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0.01376847 0.00722756 0.02605455 0.01265284 0.01147744 0.004031
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final inputs: [-0.25572632 -0.0157342 0.08278902 0.30176532 0.01876589 0.17462837
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hidden inputs: [-4.78773003 -5.37848449 -5.48360697 -6.0862151 -6.61298236 -6.60570854
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hidden Outputs: [ 0.00826251 0.00459361 0.00413713 0.00226884 0.00134102 0.0013508
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oet: [-0.38759066 -0.48075303 -0.51619454 -0.60409705 -0.49119361 -0.55223208
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hidden inputs: [-3.70779609 -3.78833137 -4.55927261 -5.31807385 -5.23425249 -5.24771403
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-4.69713094 -5.14764176 -4.84526981 -5.55567617 -4.76091532 -4.87449165]
hidden Outputs: [ 0.02394414 0.02213241 0.01036119 0.00487827 0.00530254 0.00523201
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final inputs: [-0.28708671 -0.01985608 0.09054557 0.34038636 0.02019221 0.19404315
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[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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oet: [ 1.30444905 1.03721842 0.92681677 0.67697599 0.99717013 0.82331919
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hidden inputs: [-4.46842034 -4.34118257 -5.43291066 -5.64565522 -6.03010191 -5.47179213
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-4.85423503 -5.9395342 -5.41282197 -5.68675347 -5.26363624 -5.07963521]
hidden Outputs: [ 0.01133545 0.01285375 0.00435134 0.0035204 0.00239948 0.00418609
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0.007735 0.00262634 0.00443924 0.00337913 0.00514979 0.0061837 ]
final inputs: [-0.16209718 -0.01220418 0.05197385 0.192072 0.01074223 0.10945601
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[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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hidden inputs: [-4.92118627 -4.88796416 -5.37232434 -6.29863545 -6.53741265 -6.14389659
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hidden Outputs: [ 0.00723771 0.00748037 0.00462187 0.00183544 0.00144614 0.00214195
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oet: [-0.00082505 -0.1006795 -0.13959343 -0.23022111 -0.11304631 -0.17776663
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hidden inputs: [-3.48597127 -3.50145966 -3.97755595 -4.89930726 -5.14838811 -4.77651658
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hidden Outputs: [ 0.02971404 0.02927073 0.01838695 0.00739663 0.00577521 0.0083549
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final inputs: [-0.36598919 -0.02259877 0.11645704 0.43780189 0.02728881 0.252054
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[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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oet: [ 0.46818422 0.12479381 -0.01426201 -0.33560686 0.07490623 -0.14985897
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X: [ 0. 0. -0.19208513 0.99917756 -1.55384381 0. 0.
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hidden inputs: [-3.89688499 -3.20572036 -4.41625895 -4.30538588 -3.92735965 -4.63872634
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hidden Outputs: [ 0.01990097 0.03895102 0.01193517 0.01331597 0.01931518 0.00957739
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0.01377476 0.01693573 0.02566958 0.02025306 0.02169028 0.01233506
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final inputs: [-0.40934938 -0.03033356 0.13182315 0.48234895 0.03845325 0.2847537
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oet: [ 1.66377313 1.28475731 1.1226006 0.7720748 1.2159705 0.96967005
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[[-1.21772785 -0.17150505 0.03193367 ..., -0.45370211 -0.63739097
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hidden inputs: [-3.78271503 -3.50891036 -4.37891478 -4.9419803 -4.63096098 -4.74961543
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-3.78611197 -5.33640003 -4.14779018 -4.3601023 -4.38442107 -4.41737048]
hidden Outputs: [ 0.02225429 0.02905976 0.01238368 0.00708982 0.00965133 0.00858076
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[-1.12080203 0.12353779 0.50333415 1.1548018 0.05153657 0.79168262
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oet: [ 1.89286431 1.51453567 1.35593817 1.00573338 1.45523475 1.21171973
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X: [ 1. 0. 0.01564651 -2.05892905 1.86203995 0. 1.
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[-1.40736596 -0.0487738 -0.0858324 ..., -0.54721046 -0.5926788
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hidden inputs: [-4.97697072 -4.98688953 -5.90231273 -6.43491251 -6.4912799 -6.92660749
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-5.82220731 -6.94246018 -6.2979098 -6.39102412 -5.78923937 -5.95419873]
hidden Outputs: [ 0.0068477 0.00678058 0.00272567 0.00160198 0.00151431 0.00098036
0.00586511 0.0094927 0.00426058 0.00439899 0.0068761 0.00542396
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final inputs: [-0.10258772 -0.00785195 0.03421644 0.11847081 0.00561812 0.06694612
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[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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[-0.90036517 -0.08505691 0.41832116 1.16128132 0.18335921 0.73347158
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[-1.26137768 -0.11181546 0.41849681 1.12756463 0.13341389 0.67480143
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oet: [ 0.35914832 0.26441255 0.22234417 0.1380898 0.25094249 0.18961448
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X: [ 1. 0. 0.95043892 1.05100987 -0.82146002 0. 0.
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[-1.32581667 0.06904577 -0.00371387 ..., -0.50838711 -0.35138882
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hidden inputs: [-5.46780167 -5.31126196 -5.31845473 -5.91836231 -6.2730433 -5.98055027
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-5.09052437 -6.20532027 -5.63267338 -6.36159023 -5.8765107 -5.89108158]
hidden Outputs: [ 0.00420276 0.00491145 0.00487642 0.00268239 0.00188293 0.00252106
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0.00229372 0.00339726 0.00797257 0.00474314 0.00552137 0.00324784
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final inputs: [-0.1080376 -0.00610656 0.02945391 0.12441458 0.00626406 0.06917522
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[-1.04226605 -0.61648524 0.18197972 0.83442779 -0.129137 0.38664455
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hidden inputs: [-4.09291474 -4.02994323 -4.73667481 -5.16190986 -5.25972344 -5.21307812
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hidden Outputs: [ 0.01641651 0.01746489 0.00869155 0.00569809 0.00516988 0.0054154
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final inputs: [-0.28898067 -0.01924998 0.08456197 0.34317147 0.02019427 0.19377326
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hidden inputs: [-4.23085539 -4.00043084 -4.18904132 -4.78973623 -5.23429449 -5.23437587
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hidden Outputs: [ 0.01433157 0.0179786 0.01493439 0.00824609 0.00530232 0.00530189
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final inputs: [-0.25817863 -0.02029842 0.0754646 0.29699117 0.01396634 0.171876
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hidden Outputs: [ 0.02381798 0.03070165 0.01900234 0.01625267 0.01792269 0.0108883
0.0295159 0.02430169 0.03390144 0.0165026 0.02180385 0.04920477
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[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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0.09149202 -0.5384523 -0.70719178 0.6707563 ]
[-1.04226605 -0.61648524 0.18197972 0.83442779 -0.129137 0.38664455
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[-1.12080203 0.12353779 0.50333415 1.1548018 0.05153657 0.79168262
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oet: [-0.41910963 -0.88599039 -1.07928128 -1.51853252 -0.96414063 -1.26239591
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X: [ 0. 0. 1.57363386 -1.85159979 0.03189788 0. 0.
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...,
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hidden inputs: [-3.21688059 -3.14576316 -3.35621298 -3.95942925 -4.34733763 -4.10241875
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hidden Outputs: [ 0.03853539 0.04125855 0.0336923 0.01871699 0.01277589 0.01626376
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final inputs: [-0.66517523 -0.03789652 0.20452082 0.79639957 0.06159939 0.4578069
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[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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oet: [ 1.26354532 0.6362666 0.39384926 -0.19802949 0.53677069 0.14056318
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X: [ 1. 0. 0.74270727 0.53268672 -0.82146002 0. 1.
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[[-1.21772785 -0.17150505 0.03193367 ..., -0.45370211 -0.63739097
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[-1.40736596 -0.0487738 -0.0858324 ..., -0.54721046 -0.5926788
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hidden inputs: [-5.30517079 -5.33408723 -6.31710074 -6.86924174 -6.62725462 -7.40559656
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hidden Outputs: [ 0.00494131 0.00480115 0.00180192 0.00103819 0.00132204 0.00060747
0.00406252 0.00394196 0.00159635 0.00274347 0.00299524 0.00462058
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0.00236612 0.00209727 0.00515784 0.00311755 0.00252474 0.00117079
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final inputs: [-0.06056726 -0.00363854 0.01743626 0.07051682 0.00300984 0.04062279
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hidden Outputs: [ 0.00412046 0.00599794 0.00524272 0.00241333 0.00246796 0.00238707
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final inputs: [-0.11059897 -0.00720113 0.03136163 0.12629403 0.00557722 0.07067931
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[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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oet: [-0.88430415 -0.98770199 -1.02626474 -1.12119715 -1.00048034 -1.06558243
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hidden inputs: [-3.73000111 -3.80718024 -4.337385 -4.29434668 -4.67940104 -5.24802771
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-4.08929025 -4.58470103 -4.48504278 -4.62201404 -4.30897289 -4.79991307]
hidden Outputs: [ 0.02343064 0.02172812 0.01290203 0.01346179 0.00919916 0.00523038
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final inputs: [-0.37710182 -0.02196475 0.11563768 0.44797522 0.03000957 0.25558385
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oet: [-0.51305323 -0.8681903 -1.00579273 -1.33813027 -0.92016462 -1.1457389
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X: [ 0. 0. -0.81528007 -0.08930106 0.88607317 0. 1.
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hidden inputs: [-2.80513959 -2.13911701 -2.48229452 -3.07718348 -2.87919052 -2.62267665
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hidden Outputs: [ 0.05704707 0.10535259 0.07710876 0.04405829 0.05319189 0.06769317
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final inputs: [-1.66804321 -0.11476623 0.55164301 1.99874473 0.16660206 1.17470885
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hidden inputs: [-3.11166971 -3.21002922 -3.11715738 -3.55930656 -3.39350079 -3.3503958
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hidden Outputs: [ 0.04262845 0.03879004 0.04240505 0.02767107 0.0324992 0.03388221
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[-1.12080203 0.12353779 0.50333415 1.1548018 0.05153657 0.79168262
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oet: [ 0.3405905 -0.48215752 -0.83697838 -1.61751825 -0.62431411 -1.16396052
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hidden inputs: [-4.79590173 -4.04798395 -5.345862 -5.1060467 -5.35944892 -5.73176478
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hidden Outputs: [ 0.00819582 0.017158 0.00474522 0.00602349 0.00468148 0.00323088
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final inputs: [-0.20064864 -0.01660005 0.05859699 0.23029559 0.01116266 0.13299147
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oet: [ 0.10988672 -0.07416187 -0.14935892 -0.32105751 -0.10192458 -0.22375339
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hidden inputs: [-2.48967609 -2.79812898 -2.96291774 -3.18566081 -3.25301222 -2.87675228
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hidden Outputs: [ 0.0765851 0.05742537 0.04912952 0.03970891 0.0372188 0.05331482
0.05435636 0.05267953 0.04060085 0.04539997 0.04896738 0.04941582
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0.03048102 0.03715337 0.03653796 0.03148375 0.03180044 0.03560617]
final inputs: [-1.0853754 -0.07805915 0.35671261 1.30966213 0.09920508 0.7759071
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[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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hidden Outputs: [ 0.04578971 0.03263196 0.06464762 0.03734187 0.02743066 0.05045121
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hidden inputs: [-5.38275663 -5.29495129 -6.38532468 -6.9279515 -6.56197423 -7.32493877
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hidden Outputs: [ 0.00457412 0.00499182 0.00168328 0.00097905 0.0014111 0.00065847
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final inputs: [-0.05587186 -0.0029695 0.01701041 0.06592876 0.00300437 0.03866777
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[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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oet: [ 1.32132173 1.26841936 1.24843945 1.19952111 1.2624455 1.22678209
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hidden inputs: [-5.45450765 -5.3528657 -6.45812851 -6.74340537 -7.03541184 -6.84971353
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hidden Outputs: [ 0.00425877 0.00471225 0.00156527 0.00117724 0.00087938 0.00105864
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0.0028565 0.00188877 0.00588604 0.00315985 0.00241008 0.00153807
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final inputs: [-0.06779304 -0.00515258 0.019396 0.07885984 0.00283822 0.04408475
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hidden inputs: [-4.83669328 -4.8307461 -5.27317439 -6.2741201 -6.45507272 -6.07605288
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-5.02432455 -5.74461861 -5.28343287 -5.61963313 -5.53158419 -5.98514351]
hidden Outputs: [ 0.00774623 0.00939909 0.00315248 0.0030594 0.00272896 0.00204835
0.00757901 0.01547749 0.00902357 0.00656769 0.00722258 0.00741659
0.00291101 0.00247492 0.0017739 0.00622123 0.01323213 0.00280312
0.0045627 0.00448809 0.00899329 0.00452495 0.00425021 0.00320934
0.00653307 0.00318975 0.00504935 0.00361287 0.00394409 0.00250954]
final inputs: [-0.13177894 -0.00920217 0.03926009 0.15411856 0.00658059 0.08807427
-0.00709253 -0.07953371 -0.11603111 0.11974748]
[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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[-1.03380971 0.0122398 0.14161413 0.92125659 0.06760335 0.49934657
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[-0.87345332 -0.20432879 0.21546403 1.1423644 0.21111002 0.73109035
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[-0.90036517 -0.08505691 0.41832116 1.16128132 0.18335921 0.73347158
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[-1.26137768 -0.11181546 0.41849681 1.12756463 0.13341389 0.67480143
-0.1332579 -0.57215787 -0.99610093 0.72199398]
[-0.97295863 0.06770239 0.060532 1.03385331 -0.02097131 0.35315578
-0.07659725 -0.36885139 -0.67365152 0.81290794]
[-0.48021142 0.15187883 0.04486557 0.82824275 -0.00279031 0.21533842
0.09149202 -0.5384523 -0.70719178 0.6707563 ]
[-1.04226605 -0.61648524 0.18197972 0.83442779 -0.129137 0.38664455
-0.24126385 -0.80400111 -0.83795149 0.4383466 ]
[-0.46685266 0.12462856 0.10642074 1.03322065 -0.28885282 0.56184797
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[-0.81739831 0.27652909 0.36358487 0.77641431 0.33063222 0.83032023
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[-1.04709726 -0.12584826 0.01663872 0.75157865 -0.25220938 0.11760207
-0.22955646 -0.5937576 -0.73676193 1.0032256 ]
[-0.67951677 -0.06851057 0.57856321 0.97296028 0.59039824 0.86578726
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[-1.03048745 0.10887514 0.5163672 1.49355145 -0.01351639 0.70520435
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[-0.88425682 0.1488793 0.43400003 0.79158851 0.03978208 0.40497887
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[-0.80747457 -0.17583835 0.5440903 0.74157096 0.03600047 0.34596011
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[-0.30692468 0.19832684 0.35767884 1.23018801 0.59981072 0.45515615
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[-0.95175901 -0.1963494 0.39398105 1.32657522 -0.01759393 0.39789596
-0.32502475 -0.10185972 -0.88026581 0.80386348]
[-1.06071452 0.0702606 0.15846032 0.8238034 0.06713237 0.57819132
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[-0.82501796 -0.25788307 0.34861459 1.22604816 0.02544833 0.57408314
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[-1.00742824 0.10515457 -0.04446035 1.11663145 0.24416381 0.47812546
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[-1.12080203 0.12353779 0.50333415 1.1548018 0.05153657 0.79168262
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oet: [-0.82453278 -0.94710956 -0.99557181 -1.11043028 -0.96289231 -1.04438599
-0.9492192 -0.87677801 -0.84028061 -1.0760592 ]
[-0.84706001 -0.0538352 0.26771808 1.01422563 0.06265785 0.60078476
-0.04946673 -0.48700103 -0.74193608 0.75992009]
X: [ 0. 0. 0.22337816 1.93215924 -0.82146002 0. 1.
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[[-1.21772785 -0.17150505 0.03193367 ..., -0.45370211 -0.63739097
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[-1.32581667 0.06904577 -0.00371387 ..., -0.50838711 -0.35138882
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...,
[-1.66777314 -0.08527564 -0.18815011 ..., -0.36935027 -0.69536574
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[-1.40736596 -0.0487738 -0.0858324 ..., -0.54721046 -0.5926788
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hidden inputs: [-3.21018393 -2.92331286 -3.25194958 -3.3348192 -3.6925104 -3.62097168
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-3.34397706 -3.6132375 -3.22464424 -3.67575641 -3.40003332 -3.16203658]
hidden Outputs: [ 0.03878428 0.05101308 0.0372569 0.03439581 0.02430399 0.0260594
0.03842611 0.03270069 0.02854599 0.05864388 0.03818176 0.03894155
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0.03409295 0.02625642 0.03824878 0.02470447 0.03229442 0.04061961]
final inputs: [-0.84706001 -0.0538352 0.26771808 1.01422563 0.06265785 0.60078476
-0.04946673 -0.48700103 -0.74193608 0.75992009]
[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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[-0.90036517 -0.08505691 0.41832116 1.16128132 0.18335921 0.73347158
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[-1.26137768 -0.11181546 0.41849681 1.12756463 0.13341389 0.67480143
-0.1332579 -0.57215787 -0.99610093 0.72199398]
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[-0.48021142 0.15187883 0.04486557 0.82824275 -0.00279031 0.21533842
0.09149202 -0.5384523 -0.70719178 0.6707563 ]
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[-0.82501796 -0.25788307 0.34861459 1.22604816 0.02544833 0.57408314
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[-1.12080203 0.12353779 0.50333415 1.1548018 0.05153657 0.79168262
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oet: [ 0.03408774 -0.75913707 -1.08069035 -1.82719789 -0.87563011 -1.41375703
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X: [ 1. 0. 0.8465731 -1.48877358 -0.45608552 0. 1.
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[[-1.21772785 -0.17150505 0.03193367 ..., -0.45370211 -0.63739097
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[-1.32581667 0.06904577 -0.00371387 ..., -0.50838711 -0.35138882
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[-1.4070936 -0.2804128 -0.11487288 ..., -0.33087821 -0.5728299
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...,
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[-1.43822767 -0.1479563 -0.19128244 ..., -0.52486281 -0.32270117
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[-1.40736596 -0.0487738 -0.0858324 ..., -0.54721046 -0.5926788
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hidden inputs: [-4.76496171 -4.74406357 -6.00269447 -6.51183883 -5.93352497 -6.78961299
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-5.86031162 -6.63703221 -5.82343218 -6.6859182 -5.91214875 -5.96343989]
hidden Outputs: [ 0.00845118 0.00862812 0.00246599 0.00148354 0.00264213 0.00112414
0.0091025 0.00822121 0.00404409 0.00658615 0.00607958 0.00429908
0.00362047 0.00134301 0.00169053 0.00528169 0.01195425 0.00218871
0.00934722 0.00337535 0.01425786 0.00963911 0.00480028 0.00211938
0.00284225 0.0013092 0.00294872 0.00124681 0.00269906 0.00256446]
final inputs: [-0.11191321 -0.00527461 0.03907397 0.13740879 0.01073803 0.07896033
-0.00237654 -0.06366825 -0.09712785 0.10918385]
[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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[-1.26137768 -0.11181546 0.41849681 1.12756463 0.13341389 0.67480143
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oet: [ 3.5439941 3.4373555 3.39300692 3.2946721 3.42134286 3.35312056
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hidden Outputs: [ 0.03813395 0.03645258 0.0280174 0.01149724 0.01347796 0.01099494
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oet: [ 1.59056015 1.09229961 0.89540541 0.42794229 1.01865831 0.69776524
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hidden inputs: [-3.64457529 -3.70673318 -4.15908895 -4.51733402 -4.77959237 -4.95180064
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hidden Outputs: [ 0.02546699 0.023969 0.0153815 0.01080018 0.00832946 0.00702102
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final inputs: [-0.43645977 -0.02124648 0.14360006 0.52838607 0.04387659 0.29991849
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oet: [ 1.44830906 1.03309577 0.86824923 0.48346322 0.9679727 0.71193079
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hidden inputs: [-3.12027854 -3.55455575 -3.72756412 -4.3093705 -4.03442607 -4.05090551
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hidden Outputs: [ 0.04227849 0.02779918 0.02348647 0.01326372 0.01738814 0.0171088
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final inputs: [-0.58282465 -0.03455809 0.18319953 0.70145701 0.05024788 0.40197909
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hidden inputs: [-4.3733315 -4.08952023 -4.47213961 -5.06767767 -5.43891255 -4.96939633
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hidden Outputs: [ 0.01245215 0.01647142 0.01129384 0.00625762 0.00432541 0.00689941
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hidden inputs: [-5.3266174 -5.11163314 -6.39198995 -6.6867163 -6.96686593 -7.45574262
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hidden Outputs: [ 0.00483697 0.00599014 0.00167212 0.00124582 0.00094171 0.00057778
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final inputs: [-0.06927949 -0.00411667 0.02184404 0.08224327 0.00392271 0.0468674
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oet: [ 0.34237926 0.27721644 0.25125574 0.1908565 0.26917706 0.22623238
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hidden inputs: [-4.66752914 -4.53495355 -5.28572347 -5.91931209 -5.87257187 -6.38529154
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hidden Outputs: [ 0.009308 0.01061355 0.00503786 0.00267985 0.00280772 0.00168334
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final inputs: [-0.14095931 -0.0086346 0.04844552 0.16351513 0.00856363 0.09430089
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hidden Outputs: [ 0.00681811 0.0045374 0.00222949 0.00122073 0.0010368 0.00073062
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hidden inputs: [-4.5038354 -5.0102084 -5.32572628 -6.21965913 -5.86406519 -6.68810438
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hidden Outputs: [ 0.01094534 0.00662533 0.00484126 0.00198597 0.00283164 0.00124409
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final inputs: [-0.12459332 -0.00867301 0.03548393 0.14451126 0.00429315 0.08249149
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hidden inputs: [-3.55519014 -3.59420994 -4.5403072 -4.57605336 -4.3265496 -5.12736397
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hidden Outputs: [ 0.02778204 0.02674731 0.01055748 0.01019053 0.01304075 0.00589719
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final inputs: [-0.37978178 -0.02387422 0.11320528 0.45367114 0.02714771 0.26682226
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hidden inputs: [-3.86708779 -3.76365746 -3.86941104 -4.45729912 -4.61577841 -4.64572486
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hidden inputs: [-3.37102449 -3.37062367 -3.96280979 -4.55457135 -4.51650668 -4.98939313
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0.01568638 0.00716922 0.01083959 0.01362866 0.01689445 0.01381511]
final inputs: [-0.49635501 -0.03488945 0.16491401 0.59810824 0.03922029 0.34015261
-0.01480508 -0.29493977 -0.42854915 0.45796608]
[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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[-1.03380971 0.0122398 0.14161413 0.92125659 0.06760335 0.49934657
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[-0.87345332 -0.20432879 0.21546403 1.1423644 0.21111002 0.73109035
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[-0.90036517 -0.08505691 0.41832116 1.16128132 0.18335921 0.73347158
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[-1.26137768 -0.11181546 0.41849681 1.12756463 0.13341389 0.67480143
-0.1332579 -0.57215787 -0.99610093 0.72199398]
[-0.97295863 0.06770239 0.060532 1.03385331 -0.02097131 0.35315578
-0.07659725 -0.36885139 -0.67365152 0.81290794]
[-0.48021142 0.15187883 0.04486557 0.82824275 -0.00279031 0.21533842
0.09149202 -0.5384523 -0.70719178 0.6707563 ]
[-1.04226605 -0.61648524 0.18197972 0.83442779 -0.129137 0.38664455
-0.24126385 -0.80400111 -0.83795149 0.4383466 ]
[-0.46685266 0.12462856 0.10642074 1.03322065 -0.28885282 0.56184797
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[-0.81739831 0.27652909 0.36358487 0.77641431 0.33063222 0.83032023
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[-1.04709726 -0.12584826 0.01663872 0.75157865 -0.25220938 0.11760207
-0.22955646 -0.5937576 -0.73676193 1.0032256 ]
[-0.67951677 -0.06851057 0.57856321 0.97296028 0.59039824 0.86578726
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[-1.03048745 0.10887514 0.5163672 1.49355145 -0.01351639 0.70520435
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[-0.88425682 0.1488793 0.43400003 0.79158851 0.03978208 0.40497887
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[-0.81443945 -0.27436239 0.35778159 1.22753834 0.06200638 0.87554144
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[-0.72903794 0.00236395 0.37062778 0.97224534 0.19123612 0.64913172
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[-0.80747457 -0.17583835 0.5440903 0.74157096 0.03600047 0.34596011
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[-0.30692468 0.19832684 0.35767884 1.23018801 0.59981072 0.45515615
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[-0.95175901 -0.1963494 0.39398105 1.32657522 -0.01759393 0.39789596
-0.32502475 -0.10185972 -0.88026581 0.80386348]
[-1.06071452 0.0702606 0.15846032 0.8238034 0.06713237 0.57819132
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[-0.86463729 -0.01852408 0.26826467 0.83857308 0.1148896 0.95051027
0.07417962 -0.55272081 -1.11081756 0.86549068]
[-0.5842824 -0.0578014 0.53914683 0.94470142 -0.04421611 0.62038372
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-0.31153577 -0.54367756 -0.74312019 0.56595947]
[-1.12080203 0.12353779 0.50333415 1.1548018 0.05153657 0.79168262
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oet: [ 0.34494947 -0.11651609 -0.31631955 -0.74951378 -0.19062583 -0.49155815
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[-0.32105989 -0.01755757 0.1064898 0.38687857 0.02270053 0.22533589
-0.01380039 -0.18342249 -0.27383643 0.30334471]
X: [ 0. 0. 0.4311098 -0.71128885 -0.82146002 0. 1.
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0. 0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0. ]
[[-1.21772785 -0.17150505 0.03193367 ..., -0.45370211 -0.63739097
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[-1.32581667 0.06904577 -0.00371387 ..., -0.50838711 -0.35138882
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...,
[-1.66777314 -0.08527564 -0.18815011 ..., -0.36935027 -0.69536574
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[-1.43822767 -0.1479563 -0.19128244 ..., -0.52486281 -0.32270117
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[-1.40736596 -0.0487738 -0.0858324 ..., -0.54721046 -0.5926788
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hidden inputs: [-3.48078825 -3.72379399 -4.44339757 -4.96033459 -4.7868492 -5.42746694
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-3.71887066 -4.93139377 -3.41689363 -3.93110151 -4.63743229 -4.78233665
-4.70644304 -5.17431222 -4.73620009 -5.19701743 -4.29453415 -4.60634257]
hidden Outputs: [ 0.02986383 0.02357309 0.01161933 0.00696178 0.00826973 0.00437499
0.01763027 0.02166765 0.01058134 0.01644989 0.01534109 0.01588329
0.00756267 0.00615276 0.00780185 0.01217504 0.03505345 0.00563787
0.02368668 0.00716473 0.03177165 0.01924443 0.00958968 0.00830682
0.00895593 0.00562825 0.00869564 0.0055026 0.0134593 0.0098895 ]
final inputs: [-0.32105989 -0.01755757 0.1064898 0.38687857 0.02270053 0.22533589
-0.01380039 -0.18342249 -0.27383643 0.30334471]
[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
0.09241988 -0.42482119 -0.34610974 0.88183537]
[-0.81610187 -0.0656595 0.44859392 0.82271922 0.07660705 0.86327773
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[-0.87345332 -0.20432879 0.21546403 1.1423644 0.21111002 0.73109035
-0.21513151 -0.69655829 -0.99396749 0.80555979]
[-0.90036517 -0.08505691 0.41832116 1.16128132 0.18335921 0.73347158
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[-1.26137768 -0.11181546 0.41849681 1.12756463 0.13341389 0.67480143
-0.1332579 -0.57215787 -0.99610093 0.72199398]
[-0.97295863 0.06770239 0.060532 1.03385331 -0.02097131 0.35315578
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[-0.48021142 0.15187883 0.04486557 0.82824275 -0.00279031 0.21533842
0.09149202 -0.5384523 -0.70719178 0.6707563 ]
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[-1.12080203 0.12353779 0.50333415 1.1548018 0.05153657 0.79168262
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oet: [ 1.15097833 0.84747601 0.72342864 0.44303987 0.80721791 0.60458254
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[-1.65806298 -0.15012511 0.51973608 1.96154209 0.0968838 1.13182289
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X: [ 0. 1. -1.75007248 0.89551293 0.03189788 1. 0.
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[[-1.21772785 -0.17150505 0.03193367 ..., -0.45370211 -0.63739097
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[-1.32581667 0.06904577 -0.00371387 ..., -0.50838711 -0.35138882
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[-1.4070936 -0.2804128 -0.11487288 ..., -0.33087821 -0.5728299
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...,
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[-1.43822767 -0.1479563 -0.19128244 ..., -0.52486281 -0.32270117
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[-1.40736596 -0.0487738 -0.0858324 ..., -0.54721046 -0.5926788
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hidden inputs: [-2.67462422 -2.28472356 -2.52268222 -2.72973119 -3.07973393 -2.61174566
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-3.04132785 -2.89906787 -2.38046178 -3.01666982 -2.77406906 -3.0295963
-2.80250257 -2.8175748 -2.73548768 -2.74647174 -2.88663526 -2.71286038]
hidden Outputs: [ 0.06448743 0.09239608 0.07428329 0.06124162 0.04395099 0.0683863
0.04952531 0.09534802 0.1170118 0.121278 0.04912822 0.11043854
0.05717162 0.0610904 0.0517179 0.05181034 0.09630576 0.04854117
0.04559336 0.05219966 0.08467477 0.04667844 0.05874163 0.04610658
0.05718909 0.05638182 0.0609115 0.06028622 0.0528182 0.06221875]
final inputs: [-1.65806298 -0.15012511 0.51973608 1.96154209 0.0968838 1.13182289
-0.10729609 -1.00036302 -1.46151795 1.46479585]
[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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[-0.90036517 -0.08505691 0.41832116 1.16128132 0.18335921 0.73347158
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[-1.26137768 -0.11181546 0.41849681 1.12756463 0.13341389 0.67480143
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0.09149202 -0.5384523 -0.70719178 0.6707563 ]
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[-1.12080203 0.12353779 0.50333415 1.1548018 0.05153657 0.79168262
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oet: [ 0.76239487 -0.745543 -1.41540419 -2.8572102 -0.99255191 -2.027491
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X: [ 1. 0. 0.95043892 1.05100987 -0.69966852 0. 1.
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hidden inputs: [-5.65783082 -5.43664116 -6.71892501 -6.64242657 -7.11280611 -7.19014201
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-6.05706467 -7.07336622 -6.71427324 -7.13149187 -6.51899297 -6.5858417 ]
hidden Outputs: [ 0.00347794 0.00433521 0.00120638 0.00130216 0.00081394 0.00075341
0.00310573 0.00670876 0.00197253 0.00299507 0.00298838 0.00363387
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[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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oet: [ 0.51972804 0.469075 0.44993139 0.40295585 0.46324614 0.43030307
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X: [ 0. 0. 0.4311098 1.31017145 0.03189788 0. 0.
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hidden inputs: [-2.7583741 -3.1882839 -3.25275866 -2.97903104 -3.61655881 -3.21411562
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hidden Outputs: [ 0.05961545 0.03960901 0.03722789 0.04838222 0.02617164 0.03863797
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final inputs: [-0.91554972 -0.06237873 0.28883814 1.10549546 0.08660029 0.65345689
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[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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oet: [ 0.13014273 -0.72302825 -1.07424512 -1.89090245 -0.87200728 -1.43886387
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X: [ 0. 0. -1.02301172 -0.91861811 1.86203995 1. 0.
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...,
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[-1.40736596 -0.0487738 -0.0858324 ..., -0.54721046 -0.5926788
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hidden inputs: [-3.81168613 -3.68885143 -4.03305766 -4.58697538 -4.80754194 -4.57693615
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-3.4106452 -5.05634707 -4.28401033 -4.73564268 -4.27050961 -4.40825941]
hidden Outputs: [ 0.02163255 0.02439091 0.01741153 0.01008095 0.00810174 0.01018163
0.02207789 0.02095228 0.01537288 0.01334697 0.01201218 0.02497837
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final inputs: [-0.40875358 -0.03310168 0.12499833 0.47150465 0.03034175 0.26949419
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[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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oet: [-0.3270359 -0.7026878 -0.86078781 -1.20729413 -0.76613123 -1.00528367
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...,
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hidden inputs: [-4.83567127 -4.63736452 -5.22061155 -6.09347067 -5.39543326 -6.15314194
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-5.27478923 -6.37550745 -5.4909017 -6.22049277 -5.76842524 -5.76440771]
hidden Outputs: [ 0.00787879 0.00959032 0.00537498 0.00225247 0.00451676 0.00212228
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final inputs: [-0.13771194 -0.00674533 0.04406237 0.16410286 0.00970296 0.09486978
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[-1.12080203 0.12353779 0.50333415 1.1548018 0.05153657 0.79168262
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oet: [ 3.70761923 3.57665262 3.52584492 3.40580443 3.56020433 3.47503751
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X: [ 1. 0. 1.05430474 -0.45212727 -1.55384381 0. 0.
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[-1.32581667 0.06904577 -0.00371387 ..., -0.50838711 -0.35138882
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...,
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[-1.40736596 -0.0487738 -0.0858324 ..., -0.54721046 -0.5926788
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hidden inputs: [-4.73565693 -4.88147203 -5.36785035 -5.64411491 -5.73045755 -6.30345372
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-5.16100814 -5.92113609 -5.93125069 -6.36289433 -5.5200287 -5.82022921]
hidden Outputs: [ 0.00870032 0.00752873 0.00464249 0.0035258 0.00323509 0.00182663
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final inputs: [-0.13103222 -0.00694275 0.0404565 0.15520873 0.00901558 0.08753037
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[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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[-0.90036517 -0.08505691 0.41832116 1.16128132 0.18335921 0.73347158
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[-1.26137768 -0.11181546 0.41849681 1.12756463 0.13341389 0.67480143
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0.09149202 -0.5384523 -0.70719178 0.6707563 ]
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[-1.12080203 0.12353779 0.50333415 1.1548018 0.05153657 0.79168262
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oet: [ 0.27733171 0.15324223 0.10584298 -0.00890925 0.13728391 0.05876912
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X: [ 0. 0. -0.9191459 -0.71128885 0.88607317 1. 0.
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[[-1.21772785 -0.17150505 0.03193367 ..., -0.45370211 -0.63739097
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...,
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[-1.40736596 -0.0487738 -0.0858324 ..., -0.54721046 -0.5926788
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hidden inputs: [-3.91398464 -3.61150541 -3.97665019 -4.8439977 -4.52493682 -4.82906334
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-3.81894326 -4.92378581 -4.18736266 -4.68954719 -4.25521931 -4.5237375 ]
hidden Outputs: [ 0.01957017 0.02630074 0.01840331 0.00781397 0.01071925 0.00793061
0.01483139 0.02422409 0.03356678 0.02098891 0.01581833 0.03401715
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0.0102398 0.01144655 0.02387566 0.01713799 0.01491091 0.00835735
0.02147949 0.00721906 0.01495911 0.00910714 0.01399144 0.01073198]
final inputs: [-0.41781323 -0.04123524 0.1157071 0.4759699 0.01624143 0.27052401
-0.03396387 -0.25016807 -0.36390561 0.36953382]
[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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hidden Outputs: [ 0.00564149 0.00486625 0.00465255 0.0022187 0.00162914 0.00166388
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oet: [-0.61674063 -0.70765446 -0.74127634 -0.82581758 -0.71858175 -0.77644796
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hidden inputs: [-3.75539565 -3.94792724 -3.34296707 -3.73492498 -4.09350901 -3.48801811
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hidden Outputs: [ 0.02285655 0.01892942 0.03412622 0.02331824 0.01640692 0.02965508
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final inputs: [-0.6143413 -0.04372325 0.18913107 0.71931085 0.05212659 0.40814104
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[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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oet: [-0.32543126 -0.8960493 -1.12890363 -1.6590834 -0.99189914 -1.3479136
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hidden inputs: [-4.62269425 -4.82141478 -5.34540734 -5.84737 -5.70974965 -6.45567674
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hidden Outputs: [ 0.00973067 0.00799101 0.00474736 0.00287917 0.00330256 0.00156911
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final inputs: [-0.14612344 -0.01330045 0.04515227 0.17078322 0.00692716 0.0949394
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hidden inputs: [-5.75122361 -5.77899879 -6.6537936 -6.88108781 -7.03530547 -6.98819959
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hidden Outputs: [ 0.00316882 0.00308228 0.00128746 0.00102597 0.00087948 0.00092186
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oet: [-0.1492885 -0.19740334 -0.21722392 -0.26062756 -0.20372654 -0.23415346
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hidden inputs: [-3.2541232 -2.32872976 -2.3211229 -3.15056462 -2.84946524 -2.9414349
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hidden Outputs: [ 0.03717901 0.08877136 0.08938861 0.04106904 0.05470897 0.05014289
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hidden inputs: [-3.44064664 -3.20611433 -3.16861749 -3.87080359 -3.81831088 -3.37257573
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hidden Outputs: [ 0.03104902 0.03893628 0.04036393 0.02041611 0.02149278 0.03316362
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final inputs: [-0.75241731 -0.05854307 0.23860368 0.88948222 0.06347225 0.51148123
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X: [ 0. 0. -1.02301172 0.94734524 -0.82146002 1. 0.
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hidden inputs: [-3.19803332 -3.21975091 -3.19481919 -3.54892442 -3.36337029 -3.49898203
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hidden Outputs: [ 0.0392398 0.03842919 0.03936115 0.02795178 0.03346006 0.02934121
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hidden Outputs: [ 0.00639116 0.00634444 0.00559178 0.00153058 0.00267088 0.00218913
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oet: [-0.87939659 -0.98358339 -1.02630552 -1.12121301 -0.99700419 -1.06457667
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hidden inputs: [-3.02660599 -3.55332521 -3.84294713 -4.0888528 -4.39671008 -4.0836985
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hidden Outputs: [ 0.04623827 0.02783246 0.02098073 0.01648223 0.01216792 0.01656599
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hidden inputs: [-4.28022646 -3.50366407 -4.78641407 -4.70322334 -5.04001525 -5.01417537
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hidden Outputs: [ 0.01365061 0.02920816 0.0082733 0.00898455 0.00643201 0.00659927
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final inputs: [-0.29909253 -0.02269894 0.09612098 0.34965669 0.02363431 0.203335
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hidden inputs: [-3.46054686 -3.27914798 -4.22541783 -4.17773028 -4.27064954 -4.84368579
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-3.79853892 -4.67748417 -3.65736352 -4.57712388 -4.01440028 -4.73815131]
hidden Outputs: [ 0.03045588 0.0362935 0.01440858 0.01510171 0.01378016 0.00781639
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[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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[-1.12080203 0.12353779 0.50333415 1.1548018 0.05153657 0.79168262
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oet: [ 0.12729187 -0.28951904 -0.46363333 -0.85007781 -0.35490008 -0.63197466
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X: [ 1. 0. -0.29595096 0.48085441 -0.45608552 1. 0.
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[[-1.21772785 -0.17150505 0.03193367 ..., -0.45370211 -0.63739097
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...,
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[-1.40736596 -0.0487738 -0.0858324 ..., -0.54721046 -0.5926788
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hidden inputs: [-5.05291091 -5.14294391 -5.55913718 -6.21147283 -6.32932658 -6.55085383
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hidden Outputs: [ 0.00635012 0.00580656 0.00383732 0.00200226 0.00178006 0.00142686
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0.00477946 0.00140066 0.00330873 0.00203599 0.00243577 0.00250507]
final inputs: [-0.10346443 -0.01011836 0.02818079 0.11805017 0.00276325 0.06598458
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[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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[-1.12080203 0.12353779 0.50333415 1.1548018 0.05153657 0.79168262
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oet: [ 0.09539834 0.00205227 -0.03624687 -0.12611626 -0.01082933 -0.07405067
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X: [ 0. 0. 0.74270727 0.1180282 0.03189788 0. 1.
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[[-1.21772785 -0.17150505 0.03193367 ..., -0.45370211 -0.63739097
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[-1.32581667 0.06904577 -0.00371387 ..., -0.50838711 -0.35138882
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...,
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[-1.40736596 -0.0487738 -0.0858324 ..., -0.54721046 -0.5926788
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hidden inputs: [-2.95387771 -3.31874816 -3.76029183 -3.71993644 -4.24550427 -3.80791852
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-3.82616546 -4.09174238 -3.86234755 -4.28320933 -4.03573447 -3.92264448]
hidden Outputs: [ 0.04955356 0.03493359 0.02274746 0.02366205 0.0141261 0.02171244
0.06608865 0.05476699 0.02513564 0.02827057 0.03241514 0.02742881
0.02709266 0.0143307 0.01965005 0.02277568 0.07535886 0.0278087
0.03490418 0.02856858 0.05005603 0.03819447 0.01993383 0.01763
0.02132822 0.01643545 0.02058591 0.01361051 0.01736579 0.0194047 ]
final inputs: [-0.70784782 -0.04393076 0.22264483 0.85473573 0.0563459 0.49270582
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[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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hidden Outputs: [ 0.04667289 0.04126052 0.02656774 0.03294123 0.02495417 0.04278348
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oet: [-0.20314497 -0.9560005 -1.29242323 -2.01564525 -1.09747315 -1.60439972
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hidden inputs: [-4.01445777 -4.22653802 -5.10411816 -5.09891139 -5.20658285 -6.0461704
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hidden Outputs: [ 0.01773262 0.01439268 0.00603505 0.00606636 0.0054505 0.00236132
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final inputs: [-0.22258018 -0.00961736 0.06681265 0.27093034 0.01627009 0.15727463
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oet: [ 0.91467222 0.7017094 0.62527938 0.42116169 0.67582194 0.5348174
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hidden inputs: [-3.47404636 -3.61448198 -4.15901181 -4.30069279 -4.6303781 -4.59119031
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hidden Outputs: [ 0.03005978 0.02622462 0.01538267 0.01337777 0.00965691 0.01003898
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final inputs: [-0.39391855 -0.0277516 0.11856695 0.46200512 0.03017448 0.27151594
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hidden inputs: [-5.28280331 -5.07008463 -5.66653152 -6.03191954 -5.90236903 -6.4596601
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final inputs: [-0.10486806 -0.00430013 0.03288479 0.12592945 0.00923469 0.07094819
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hidden inputs: [-4.89688693 -4.88916584 -5.62079532 -5.837064 -5.98321301 -6.59103632
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hidden Outputs: [ 0.00741442 0.00747146 0.00360869 0.00290891 0.00251438 0.00137074
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final inputs: [-0.11430281 -0.00985669 0.03349572 0.13278649 0.00612222 0.07485961
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-4.94946636 -6.15628405 -5.62510536 -5.63391586 -5.47153133 -5.82733076]
hidden Outputs: [ 0.00661808 0.00826399 0.00488259 0.00185394 0.00277228 0.00244412
0.00526951 0.00891115 0.01445723 0.00619697 0.00433333 0.01144077
0.00231772 0.00324599 0.00138941 0.00588565 0.01539798 0.00212223
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0.00703732 0.00211563 0.00359323 0.00356182 0.00418718 0.00293728]
final inputs: [-0.13609305 -0.01514392 0.03937165 0.15210941 0.00451375 0.08414732
-0.01004477 -0.08229596 -0.11549539 0.11728782]
[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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0.09149202 -0.5384523 -0.70719178 0.6707563 ]
[-1.04226605 -0.61648524 0.18197972 0.83442779 -0.129137 0.38664455
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[-1.12080203 0.12353779 0.50333415 1.1548018 0.05153657 0.79168262
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oet: [-0.8918884 -1.01283753 -1.0673531 -1.18009086 -1.0324952 -1.11212877
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X: [ 1. 0. 1.15817056 0.58451904 1.37405656 0. 0.
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hidden inputs: [-3.68033764 -3.83956704 -3.90136929 -4.43008273 -4.00772598 -4.63032697
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-3.87034474 -4.70122008 -4.35037817 -4.8384103 -3.92581117 -3.87809389]
hidden Outputs: [ 0.02459433 0.02105027 0.0198137 0.01177324 0.01785026 0.0096574
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final inputs: [-0.51069885 -0.0263013 0.15488146 0.61895106 0.04083202 0.35405378
-0.03006389 -0.28470931 -0.44999288 0.47657216]
[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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[-1.12080203 0.12353779 0.50333415 1.1548018 0.05153657 0.79168262
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oet: [ 2.91735131 2.43295376 2.251771 1.78770141 2.36582044 2.05259869
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X: [ 0. 0. -0.81528007 0.16986051 1.13047356 0. 0.
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[[-1.21772785 -0.17150505 0.03193367 ..., -0.45370211 -0.63739097
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...,
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[-1.40736596 -0.0487738 -0.0858324 ..., -0.54721046 -0.5926788
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hidden inputs: [-3.93776411 -3.49095089 -4.24489739 -4.42617067 -4.33736358 -4.66862232
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-4.0229633 -4.40718741 -4.11509927 -4.09910105 -4.09117311 -4.70959519]
hidden Outputs: [ 0.01911908 0.0295708 0.01413455 0.01181885 0.0129023 0.00929793
0.02141005 0.02748462 0.02828747 0.01543202 0.02157285 0.03172337
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0.01758507 0.01204262 0.01606212 0.01631692 0.01644466 0.008928 ]
final inputs: [-0.43300353 -0.03551728 0.13742547 0.50278633 0.03210246 0.28635979
-0.0229109 -0.25962161 -0.37325325 0.38539079]
[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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oet: [-0.56741265 -0.96489889 -1.13784164 -1.5032025 -1.03251863 -1.28677596
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hidden inputs: [-4.24724286 -4.21287113 -4.8447011 -5.09442996 -5.33045079 -4.80475914
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hidden Outputs: [ 0.01410191 0.01458785 0.00780852 0.00609344 0.00481856 0.00812413
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oet: [-0.67286462 -0.94444212 -1.05762485 -1.3145395 -0.98591514 -1.15967192
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hidden inputs: [-4.64066304 -4.85475556 -5.633853 -6.25102049 -6.15803567 -6.64262153
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hidden Outputs: [ 0.00955904 0.007731 0.00356204 0.00192477 0.00211194 0.00130191
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final inputs: [-0.11148879 -0.00638768 0.0345092 0.13207422 0.00651651 0.07504371
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[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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oet: [ 0.10893576 0.00383465 -0.03706223 -0.13462725 -0.00906954 -0.07759674
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hidden inputs: [-2.5728168 -3.12076549 -2.75938068 -3.49193875 -3.42105277 -3.17882581
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hidden Outputs: [ 0.07090851 0.04225878 0.05955905 0.02954247 0.03164395 0.03997037
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final inputs: [-1.17992559 -0.09683305 0.37576367 1.39876065 0.08922146 0.78904412
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oet: [ 0.42759694 -0.6554956 -1.12809232 -2.1510893 -0.84155011 -1.54137277
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hidden inputs: [-3.08936766 -3.0525626 -3.27866458 -3.4216198 -3.8101327 -3.5796429
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hidden Outputs: [ 0.04354797 0.04510697 0.03631042 0.03162658 0.02166545 0.02712914
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[-1.12080203 0.12353779 0.50333415 1.1548018 0.05153657 0.79168262
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oet: [ 0.40445694 -0.36714005 -0.69166514 -1.41425547 -0.49862155 -1.00142506
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X: [ 0. 0. 0.63884145 -1.02228274 -0.82146002 0. 0.
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hidden inputs: [-2.11951267 -2.58278145 -3.06637685 -2.69015409 -2.58980818 -3.20155533
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-2.87684934 -2.90007025 -3.35127313 -2.91117344 -3.05286415 -3.10141812]
hidden Outputs: [ 0.10721471 0.07025483 0.04451568 0.06355685 0.06979724 0.03910723
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final inputs: [-1.64070652 -0.10789099 0.547689 2.02487575 0.17342278 1.18735443
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[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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[-1.12080203 0.12353779 0.50333415 1.1548018 0.05153657 0.79168262
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oet: [ 1.70431016 0.17149463 -0.48408536 -1.96127211 -0.10981914 -1.12375078
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X: [ 0. 0. 0.11951233 -1.38510895 2.10644035 0. 1.
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[[-1.21772785 -0.17150505 0.03193367 ..., -0.45370211 -0.63739097
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[-1.32581667 0.06904577 -0.00371387 ..., -0.50838711 -0.35138882
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hidden inputs: [-3.49016778 -3.75386429 -4.19247232 -4.86231206 -5.02507119 -4.97521703
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hidden Outputs: [ 0.02959329 0.02289078 0.014884 0.00767325 0.00652822 0.00685964
0.02842309 0.03171141 0.01175098 0.01204901 0.01840779 0.01415024
0.00908843 0.00904374 0.00571377 0.01344642 0.04904818 0.00860373
0.02415034 0.00636264 0.04151791 0.02632568 0.01393169 0.01149823
0.01664793 0.00550952 0.01107941 0.00614143 0.01391702 0.00867619]
final inputs: [-0.38122121 -0.02118305 0.12257433 0.45741003 0.03179133 0.25971988
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[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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hidden inputs: [-4.51024083 -4.57771113 -5.36039103 -5.43491389 -5.56268085 -5.41799189
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hidden Outputs: [ 0.01087622 0.01017382 0.00467709 0.00434267 0.00382379 0.00441645
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oet: [-0.72642924 -0.905508 -0.98000142 -1.15136011 -0.93367972 -1.04952734
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X: [ 0. 0. 0.4311098 1.31017145 -1.55384381 0. 0.
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hidden inputs: [-4.15041437 -3.71624072 -4.53062964 -5.08364583 -4.85975589 -4.85168276
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-4.06445652 -5.02785023 -4.46632119 -4.72146438 -4.64182038 -4.61236492]
hidden Outputs: [ 0.01551343 0.02374758 0.01065905 0.0061591 0.00769274 0.00775461
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final inputs: [-0.3017581 -0.02030374 0.09759783 0.35344762 0.01822346 0.2022968
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oet: [ 1.11513737 0.83368301 0.71578143 0.45993165 0.79515581 0.61108247
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X: [ 1. 0. 0.32724398 -1.43694126 0.51988127 0. 1.
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hidden inputs: [-4.75017711 -4.76171951 -5.69458586 -6.28360106 -6.12875106 -6.67506689
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hidden Outputs: [ 0.00857598 0.0084784 0.00335285 0.00186319 0.00217456 0.0012604
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0.00869233 0.00244495 0.02069414 0.00970483 0.00369763 0.00240233
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final inputs: [-0.11585015 -0.00632416 0.04133651 0.13960417 0.01018613 0.07923448
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[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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hidden inputs: [-3.72190635 -3.42029375 -3.82482245 -4.10220697 -4.10819156 -4.62851137
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hidden inputs: [-3.69806313 -4.15722694 -4.01058252 -5.06637098 -5.23332477 -4.62361424
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0.09149202 -0.5384523 -0.70719178 0.6707563 ]
[-1.04226605 -0.61648524 0.18197972 0.83442779 -0.129137 0.38664455
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oet: [ 0.88182299 0.58766056 0.46966476 0.19487041 0.54552976 0.35565149
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[-0.46331834 -0.038064 0.13899336 0.54200367 0.03526816 0.3065099
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X: [ 0. 0. 0.11951233 -1.229612 0.88607317 1. 0.
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hidden inputs: [-3.78116227 -3.69262328 -4.39100649 -4.28269643 -4.56599945 -5.03863973
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hidden Outputs: [ 0.0222881 0.02430132 0.01223666 0.01361739 0.01029244 0.00644081
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final inputs: [-0.46331834 -0.038064 0.13899336 0.54200367 0.03526816 0.3065099
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[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
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oet: [ 0.92386202 0.49860768 0.32155032 -0.08145999 0.42527552 0.15403378
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X: [ 1. 0. -0.29595096 1.93215924 0.03189788 0. 1.
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hidden inputs: [-4.82052874 -4.37497856 -4.70502555 -5.08096023 -5.30116801 -4.9402662
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hidden Outputs: [ 0.00799804 0.01243191 0.00896852 0.00617556 0.00496103 0.0071019
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final inputs: [-0.24107911 -0.01438447 0.07463362 0.28634767 0.01963672 0.16444166
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oet: [-0.19149229 -0.41818692 -0.50720502 -0.71891907 -0.45220812 -0.59701306
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[[-1.21772785 -0.17150505 0.03193367 ..., -0.45370211 -0.63739097
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[-1.32581667 0.06904577 -0.00371387 ..., -0.50838711 -0.35138882
-0.69052761]
[-1.4070936 -0.2804128 -0.11487288 ..., -0.33087821 -0.5728299
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...,
[-1.66777314 -0.08527564 -0.18815011 ..., -0.36935027 -0.69536574
-0.66334132]
[-1.43822767 -0.1479563 -0.19128244 ..., -0.52486281 -0.32270117
-0.67981424]
[-1.40736596 -0.0487738 -0.0858324 ..., -0.54721046 -0.5926788
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hidden inputs: [-4.45663874 -4.28971477 -5.22432906 -5.40358185 -5.32294854 -5.98867126
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-5.21251504 -5.0995637 -4.57254757 -4.50774919 -4.95179459 -5.73412014
-4.86356459 -5.63957811 -5.13267828 -5.55461187 -4.70818186 -4.94894105]
hidden Outputs: [ 0.01146825 0.01352344 0.00535514 0.00448027 0.00485467 0.00250072
0.01026722 0.01351052 0.00679657 0.01148286 0.00976164 0.01302946
0.00399313 0.00573665 0.00358547 0.00614369 0.03112055 0.00363344
0.00541844 0.00606243 0.01022596 0.01090306 0.00702106 0.0032233
0.00766372 0.00354178 0.00586612 0.00385465 0.00894051 0.00704099]
final inputs: [-0.19126533 -0.01143866 0.05384123 0.22717488 0.01085593 0.13057893
-0.01437914 -0.11206191 -0.16742506 0.17805705]
[[-0.58700632 -0.11517272 0.2748424 0.90843396 -0.18931128 0.79149812
0.09241988 -0.42482119 -0.34610974 0.88183537]
[-0.81610187 -0.0656595 0.44859392 0.82271922 0.07660705 0.86327773
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[-1.03380971 0.0122398 0.14161413 0.92125659 0.06760335 0.49934657
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[-0.87345332 -0.20432879 0.21546403 1.1423644 0.21111002 0.73109035
-0.21513151 -0.69655829 -0.99396749 0.80555979]
[-0.90036517 -0.08505691 0.41832116 1.16128132 0.18335921 0.73347158
-0.02178994 -0.40318999 -0.72239501 0.92962685]
[-1.26137768 -0.11181546 0.41849681 1.12756463 0.13341389 0.67480143
-0.1332579 -0.57215787 -0.99610093 0.72199398]
[-0.97295863 0.06770239 0.060532 1.03385331 -0.02097131 0.35315578
-0.07659725 -0.36885139 -0.67365152 0.81290794]
[-0.48021142 0.15187883 0.04486557 0.82824275 -0.00279031 0.21533842
0.09149202 -0.5384523 -0.70719178 0.6707563 ]
[-1.04226605 -0.61648524 0.18197972 0.83442779 -0.129137 0.38664455
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[-0.46685266 0.12462856 0.10642074 1.03322065 -0.28885282 0.56184797
-0.19426897 -0.22849338 -0.62176698 0.70958565]
[-0.81739831 0.27652909 0.36358487 0.77641431 0.33063222 0.83032023
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-0.22955646 -0.5937576 -0.73676193 1.0032256 ]
[-0.67951677 -0.06851057 0.57856321 0.97296028 0.59039824 0.86578726
0.40707583 -0.5710298 -0.7952818 1.04113585]
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[-1.03048745 0.10887514 0.5163672 1.49355145 -0.01351639 0.70520435
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[-0.88425682 0.1488793 0.43400003 0.79158851 0.03978208 0.40497887
-0.16345185 -0.37025536 -0.56621771 0.87515665]
[-0.74877653 -0.18500948 -0.03137971 0.69692263 -0.14985186 0.40369314
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[-0.81443945 -0.27436239 0.35778159 1.22753834 0.06200638 0.87554144
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[-0.72903794 0.00236395 0.37062778 0.97224534 0.19123612 0.64913172
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[-0.80747457 -0.17583835 0.5440903 0.74157096 0.03600047 0.34596011
0.26454626 -0.52992771 -0.42203783 0.52862682]
[-0.30692468 0.19832684 0.35767884 1.23018801 0.59981072 0.45515615
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[-0.7226955 -0.12095536 0.05159209 1.11480569 0.38683074 0.52071806
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[-0.95175901 -0.1963494 0.39398105 1.32657522 -0.01759393 0.39789596
-0.32502475 -0.10185972 -0.88026581 0.80386348]
[-1.06071452 0.0702606 0.15846032 0.8238034 0.06713237 0.57819132
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[-0.86463729 -0.01852408 0.26826467 0.83857308 0.1148896 0.95051027
0.07417962 -0.55272081 -1.11081756 0.86549068]
[-0.5842824 -0.0578014 0.53914683 0.94470142 -0.04421611 0.62038372
0.43037534 -0.77876792 -1.00509503 0.93679852]
[-0.82501796 -0.25788307 0.34861459 1.22604816 0.02544833 0.57408314
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-0.31153577 -0.54367756 -0.74312019 0.56595947]
[-1.12080203 0.12353779 0.50333415 1.1548018 0.05153657 0.79168262
0.02197195 -0.4845061 -0.55316578 0.76076361]]
oet: [ 0.28243425 0.10260758 0.03732769 -0.13600595 0.080313 -0.03941001
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Progress: 3.0% ... Training loss: 1.162 ... Validation loss: 1.393[-1.08636806 -0.08919351 0.3373916 1.29159483 0.08685072 0.74668427
-0.06372135 -0.64957022 -0.96233275 0.97607629]
X: [ 0. 0. -1.64620666 -0.60762422 -0.21168512 1. 0.
0. 0. 0. 1. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
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[[-1.21800718 -0.173815 0.04334163 ..., -0.45748049 -0.64248791
-0.68415836]
[-1.32630825 0.06606793 0.00709562 ..., -0.51116916 -0.35774927
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[-1.40834837 -0.28274178 -0.10758585 ..., -0.33409997 -0.57848347
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...,
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[-1.43917315 -0.14995352 -0.18526631 ..., -0.52706485 -0.32839898
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[-1.40783973 -0.05152685 -0.0730758 ..., -0.54938324 -0.59840655
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hidden inputs: [-2.64928125 -3.01685159 -2.67488761 -3.3291644 -3.41657072 -3.24260077
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-3.13053131 -3.0868722 -2.84507599 -2.94809257 -2.7526767 -3.61829981
-2.79529521 -3.61194434 -2.95901914 -3.39550608 -3.26942843 -3.54821072]
hidden Outputs: [ 0.06603332 0.04667035 0.06447154 0.03458412 0.03178158 0.03759368
0.05084577 0.04663596 0.07154332 0.05433489 0.03736445 0.0472561
0.02692375 0.02901354 0.02524596 0.05157337 0.06630738 0.03836131
0.04186529 0.04365202 0.0549364 0.04982674 0.05993566 0.0261273
0.05757894 0.0262895 0.04931197 0.03243621 0.036635 0.02797118]
final inputs: [-1.08636806 -0.08919351 0.3373916 1.29159483 0.08685072 0.74668427
-0.06372135 -0.64957022 -0.96233275 0.97607629]
[[-0.57681789 -0.11382104 0.27251397 0.89774309 -0.18942538 0.78561932
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[-0.80630399 -0.06462273 0.44596345 0.81181499 0.07618779 0.85712845
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[-0.86828491 -0.20446513 0.21310836 1.13498402 0.21008376 0.72659519
-0.21536684 -0.69376429 -0.98948154 0.79981708]
[-0.89500772 -0.08474755 0.41651325 1.15469412 0.18281726 0.72962909
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[-1.2563507 -0.11220567 0.41582874 1.11976754 0.13210731 0.66995332
-0.13375229 -0.5695555 -0.99177164 0.71588435]
[-0.9620811 0.06961167 0.05872627 1.02355852 -0.02055155 0.34774682
-0.07484691 -0.36199114 -0.66392814 0.80534505]
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0.40776789 -0.56743915 -0.79007103 1.03656566]
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0.4302164 -0.77569832 -1.00022752 0.9307874 ]
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[-1.11524461 0.12362303 0.50112458 1.14741491 0.05070476 0.78727284
0.02195506 -0.48140115 -0.54831548 0.75507585]]
oet: [ 1.24543283e-01 -8.72631274e-01 -1.29921638e+00 -2.25341961e+00
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[-0.82154177 -0.03641883 0.28024828 1.03553431 0.09901144 0.60194346
-0.01794655 -0.48151995 -0.74254953 0.80515435]
X: [ 0. 0. 1.36590221 -0.76312116 -0.21168512 0. 1.
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[[-1.21800718 -0.173815 0.04334163 ..., -0.45748049 -0.64248791
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[-1.32630825 0.06606793 0.00709562 ..., -0.51116916 -0.35774927
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[-1.40834837 -0.28274178 -0.10758585 ..., -0.33409997 -0.57848347
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...,
[-1.6683358 -0.08756559 -0.17961081 ..., -0.37148072 -0.69892936
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[-1.43917315 -0.14995352 -0.18526631 ..., -0.52706485 -0.32839898
-0.68286667]
[-1.40783973 -0.05152685 -0.0730758 ..., -0.54938324 -0.59840655
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hidden inputs: [-2.89169444 -3.35141224 -3.62822896 -3.74163266 -3.70489197 -3.89491921
-2.69739438 -2.81478311 -4.01795482 -2.93516598 -3.07403631 -3.75842763
-3.17298253 -3.66730994 -4.17516123 -3.23261463 -2.78366882 -3.35124525
-2.96321076 -3.25517986 -2.78011177 -2.75347343 -3.0830474 -3.970169
-3.36632318 -4.07229806 -3.61805221 -3.60594377 -3.78627085 -3.58989394]
hidden Outputs: [ 0.05256567 0.03384895 0.02587584 0.02316596 0.02401211 0.01993935
0.06312728 0.05653053 0.01767181 0.05044231 0.04419103 0.02278893
0.04019519 0.0249088 0.01513997 0.03795666 0.05821309 0.03385441
0.04911584 0.0371412 0.05840841 0.05989078 0.04381197 0.01852075
0.03336469 0.01675275 0.0261336 0.02644354 0.02217705 0.02685989]
final inputs: [-0.82154177 -0.03641883 0.28024828 1.03553431 0.09901144 0.60194346
-0.01794655 -0.48151995 -0.74254953 0.80515435]
[[-0.57681789 -0.11382104 0.27251397 0.89774309 -0.18942538 0.78561932
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[-0.80630399 -0.06462273 0.44596345 0.81181499 0.07618779 0.85712845
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[-0.86828491 -0.20446513 0.21310836 1.13498402 0.21008376 0.72659519
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oet: [ 1.67269819 1.58513726 1.55025027 1.47118652 1.57436469 1.51615786
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hidden inputs: [-5.47684245 -5.15292113 -5.77374218 -6.23773106 -6.50070777 -6.50654354
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hidden Outputs: [ 0.00416509 0.00574924 0.00309847 0.00195047 0.00150012 0.00149141
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final inputs: [-0.09299967 -0.00669122 0.02790302 0.10531533 0.00443877 0.05933134
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oet: [-0.93498179 -1.02129023 -1.05588447 -1.13329678 -1.03242022 -1.08731279
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hidden inputs: [-5.13917711 -4.69854322 -5.73258816 -6.34946631 -6.09785444 -6.02764713
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hidden Outputs: [ 0.00582834 0.00902632 0.00322823 0.00174463 0.00224264 0.00240536
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final inputs: [-0.12165775 -0.00921981 0.04030191 0.14232391 0.00723247 0.07923342
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hidden inputs: [-3.90781319 -3.72810223 -4.21504984 -4.54752415 -4.91200021 -4.56155901
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hidden Outputs: [ 0.01968893 0.02347413 0.01455656 0.01048236 0.00730402 0.01033778
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X: [ 1. 0. -1.95780412 -0.65945653 2.47181485 1. 0.
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hidden inputs: [-3.62050789 -4.31378476 -3.72519533 -4.50144099 -4.90612011 -4.38690296
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hidden Outputs: [ 0.02607118 0.01320607 0.02354086 0.0109713 0.00734677 0.01228636
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final inputs: [-0.44635091 -0.02982313 0.13589597 0.5204904 0.03183878 0.29596019
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oet: [-0.48790859 -0.90443637 -1.07015547 -1.4547499 -0.96609828 -1.23021969
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X: [ 0. 0. -0.29595096 0.48085441 -0.21168512 1. 0.
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hidden inputs: [-4.04503087 -3.88799756 -4.34516531 -4.43864853 -4.69391003 -5.03212031
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-4.22285667 -4.6577763 -4.30804101 -4.96915611 -4.09119633 -4.83666819]
hidden Outputs: [ 0.01720787 0.02007506 0.01280331 0.011674 0.00906786 0.00648266
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final inputs: [-0.32696024 -0.02270577 0.10092083 0.3852752 0.02089369 0.21775377
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hidden inputs: [-5.45181959 -5.21782676 -5.66536518 -6.52140479 -6.75787496 -6.63190547
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hidden inputs: [-3.37038699 -3.42135517 -3.96734833 -4.26794902 -4.09171888 -4.82231701
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hidden Outputs: [ 0.03323387 0.03163469 0.0185721 0.01381691 0.01643583 0.00798386
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final inputs: [-0.48339432 -0.02940556 0.15984287 0.56835888 0.0356619 0.33186265
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oet: [ 0.97150328 0.51751452 0.32826609 -0.08024992 0.45244706 0.15624631
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X: [ 0. 0. -1.95780412 -0.65945653 0.03189788 1. 0.
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hidden inputs: [-3.47652504 -3.84012061 -3.97789911 -4.8867341 -4.80212329 -5.1434016
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-3.86330268 -5.17461737 -4.48493619 -4.78879339 -4.47171962 -4.58221909]
hidden Outputs: [ 0.0299876 0.02103886 0.01838076 0.00748951 0.0081454 0.00580392
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final inputs: [-0.33462413 -0.02890365 0.09361183 0.38224524 0.01136051 0.22079931
-0.02575271 -0.19753352 -0.28443856 0.2968944 ]
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X: [ 1. 0. -0.5036826 0.99917756 0.76428167 1. 0.
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hidden inputs: [-4.56462709 -5.05482062 -4.84173775 -5.26153712 -5.46281256 -5.37316419
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hidden Outputs: [ 0.01030643 0.00633808 0.00783151 0.00516056 0.00422369 0.004618
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hidden Outputs: [ 0.00784637 0.01083381 0.00553493 0.00335747 0.00376741 0.00238521
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oet: [ 3.57770618 3.44100779 3.38801353 3.26418593 3.42407068 3.33455588
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X: [ 0. 0. -0.71141425 0.16986051 -1.55384381 0. 0.
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hidden inputs: [-3.77811923 -3.30624019 -4.0618317 -4.15575528 -3.71924719 -4.50333906
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oet: [ 0.30626858 -0.1937591 -0.39821377 -0.86209116 -0.27527281 -0.59705758
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X: [ 0. 0. 1.15817056 -0.91861811 1.61845695 0. 0.
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hidden inputs: [-3.62987322 -3.45267138 -3.7608168 -4.9784521 -4.64725458 -4.62371632
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hidden Outputs: [ 0.02583443 0.03068929 0.02273579 0.00683764 0.00949683 0.00972083
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final inputs: [-0.41348424 -0.02268244 0.13076805 0.4969495 0.03649718 0.28711287
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hidden inputs: [-5.27386245 -5.20183024 -5.86837326 -6.24808412 -6.59564306 -6.73140456
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hidden Outputs: [ 0.00509766 0.00547632 0.0028195 0.00193042 0.00136444 0.00119144
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oet: [-0.94262793 -1.02749673 -1.06195202 -1.13876603 -1.03972378 -1.09249271
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hidden inputs: [-5.14849548 -5.15640932 -6.7267425 -6.40675099 -6.82102657 -7.42311005
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hidden Outputs: [ 0.0057746 0.00572934 0.001197 0.00164766 0.00108941 0.00059693
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final inputs: [-0.07535862 -0.00531021 0.02292642 0.08964121 0.00321965 0.05046727
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oet: [ 1.92519242 1.85514401 1.82690739 1.7601926 1.84661415 1.79936653
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hidden inputs: [-4.35870187 -4.13998176 -4.48272345 -4.6594312 -5.09528477 -5.1509887
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hidden Outputs: [ 0.01263334 0.01567357 0.01117627 0.00938297 0.00608827 0.0057603
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[-1.11524461 0.12362303 0.50112458 1.14741491 0.05070476 0.78727284
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oet: [-0.7066612 -0.96549247 -1.07245109 -1.31283407 -1.01001885 -1.17282414
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hidden inputs: [-4.77678686 -5.12608517 -5.83677121 -6.70034948 -6.96560673 -7.08291885
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hidden Outputs: [ 0.00835267 0.0059047 0.00290976 0.00122897 0.0009429 0.00083862
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0.00134121 0.00180251 0.00063165 0.0024245 0.01676457 0.00214234
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0.00173427 0.00057705 0.00182553 0.00117161 0.00222937 0.0016738 ]
final inputs: [-0.08460375 -0.00600263 0.02645302 0.10081954 0.00447128 0.05714973
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[-1.11524461 0.12362303 0.50112458 1.14741491 0.05070476 0.78727284
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oet: [ 0.26949462 0.19089351 0.15843785 0.08407134 0.1804196 0.12774114
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X: [ 0. 0. -1.8539383 -1.64427052 -0.82146002 1. 0.
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hidden inputs: [-3.38124894 -3.66975843 -3.52152818 -4.43068263 -4.29683649 -4.35841383
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hidden Outputs: [ 0.03288665 0.0248494 0.02870586 0.01176627 0.01342876 0.01263694
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0.01563094 0.01629225 0.02736182 0.02614659 0.01802524 0.02469883
0.0392788 0.01987344 0.01644037 0.02304764 0.02361246 0.0155673 ]
final inputs: [-0.62097037 -0.0558579 0.17416215 0.71347656 0.03187397 0.39702996
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hidden inputs: [-3.43216629 -3.62149707 -4.19727493 -4.74926424 -4.93156043 -5.26108061
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-4.47582286 -4.89286861 -4.45507706 -4.99277632 -4.31675939 -4.85419161]
hidden Outputs: [ 0.03130517 0.02604607 0.01481375 0.00858374 0.00716355 0.0051629
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final inputs: [-0.35605924 -0.01737229 0.11768285 0.43541845 0.02861464 0.2517667
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[-1.11524461 0.12362303 0.50112458 1.14741491 0.05070476 0.78727284
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oet: [ 0.18811453 -0.15057242 -0.28562756 -0.60336316 -0.19655935 -0.41971141
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X: [ 0. 1. -1.64620666 -0.81495348 -0.45608552 1. 0.
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hidden inputs: [-2.74524605 -2.59674075 -2.59700156 -3.1345927 -3.27896241 -3.39587016
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hidden Outputs: [ 0.0603557 0.06934847 0.06933164 0.04170268 0.0363 0.03242478
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final inputs: [-1.19890354 -0.10139631 0.37291749 1.42745848 0.06858239 0.8237356
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hidden inputs: [-4.74637263 -4.66449286 -5.65979023 -6.15491681 -5.9705673 -6.62268345
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hidden inputs: [-4.13710903 -3.77864636 -4.48042211 -4.39104286 -4.98535002 -4.74299224
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hidden Outputs: [ 0.01571795 0.02234299 0.01120173 0.01223622 0.00679095 0.00863728
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[-1.11524461 0.12362303 0.50112458 1.14741491 0.05070476 0.78727284
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oet: [-0.40888034 -0.72811545 -0.864935 -1.16164979 -0.78317798 -0.98693305
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hidden inputs: [-5.75879554 -5.17077777 -5.73074768 -6.46409982 -6.32826226 -6.69795898
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hidden Outputs: [ 0.00314499 0.00564807 0.00323416 0.00155597 0.00178195 0.00123191
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final inputs: [-0.07361432 -0.00547841 0.02169028 0.08403185 0.00476741 0.04738638
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hidden inputs: [-3.4685624 -3.58440791 -4.29975109 -4.41767971 -4.3968356 -4.63072982
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hidden Outputs: [ 0.03022008 0.02700366 0.01339021 0.01191843 0.01216641 0.00965354
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final inputs: [-0.38255229 -0.02689298 0.12134255 0.4543862 0.02673245 0.26416299
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oet: [-0.45798526 -0.81364456 -0.9618801 -1.29492374 -0.86727 -1.10470054
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hidden inputs: [-3.1128325 -3.04225418 -3.01682135 -3.41314193 -3.78321448 -3.13197947
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-3.26784711 -3.12369856 -3.10426676 -3.60148736 -3.33749567 -3.12409602]
hidden Outputs: [ 0.04258102 0.04555306 0.0466717 0.03188726 0.02224342 0.04180724
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0.03669085 0.04214023 0.0429316 0.02655851 0.03430703 0.04212419]
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-0.0557529 -0.63076714 -0.96924782 1.00146022]
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[-0.86828491 -0.20446513 0.21310836 1.13498402 0.21008376 0.72659519
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[-0.87707287 0.14933497 0.43164237 0.78286496 0.03910945 0.39992048
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[-0.57868478 -0.05785289 0.53672667 0.93694149 -0.04521351 0.61569431
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[-1.11524461 0.12362303 0.50112458 1.14741491 0.05070476 0.78727284
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oet: [ 0.05995713 -0.95303954 -1.36967902 -2.33065231 -1.11810794 -1.7727672
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X: [ 1. 0. 0.8465731 -0.34846264 -0.82146002 0. 0.
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[[-1.21800718 -0.173815 0.04334163 ..., -0.45748049 -0.64248791
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[-1.32630825 0.06606793 0.00709562 ..., -0.51116916 -0.35774927
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...,
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[-1.43917315 -0.14995352 -0.18526631 ..., -0.52706485 -0.32839898
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[-1.40783973 -0.05152685 -0.0730758 ..., -0.54938324 -0.59840655
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hidden inputs: [-4.06185061 -4.29990943 -4.27742213 -4.80364591 -4.97220188 -4.99342624
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-4.6317284 -5.11565554 -4.84399586 -4.87658428 -4.22722545 -4.82656903]
hidden Outputs: [ 0.01692572 0.01338811 0.01368842 0.00813311 0.00688021 0.0067367
0.02046655 0.02823176 0.01265141 0.01663074 0.01745446 0.01128343
0.01235244 0.00436081 0.00757556 0.01687124 0.021227 0.01476965
0.0221241 0.01394022 0.02705177 0.02691388 0.01733872 0.01026565
0.009644 0.00596623 0.00781398 0.00756534 0.01438294 0.00795026]
final inputs: [-0.32578358 -0.01432052 0.10795728 0.40660079 0.03951751 0.22819451
-0.01084264 -0.18945126 -0.29303017 0.31491019]
[[-0.57681789 -0.11382104 0.27251397 0.89774309 -0.18942538 0.78561932
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[-0.86828491 -0.20446513 0.21310836 1.13498402 0.21008376 0.72659519
-0.21536684 -0.69376429 -0.98948154 0.79981708]
[-0.89500772 -0.08474755 0.41651325 1.15469412 0.18281726 0.72962909
-0.0215736 -0.40009893 -0.71768793 0.92459992]
[-1.2563507 -0.11220567 0.41582874 1.11976754 0.13210731 0.66995332
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[-0.9620811 0.06961167 0.05872627 1.02355852 -0.02055155 0.34774682
-0.07484691 -0.36199114 -0.66392814 0.80534505]
[-0.46838841 0.15369668 0.04252416 0.81643759 -0.00262501 0.20899106
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[-0.45785498 0.12521019 0.10347325 1.0223102 -0.28967241 0.55551504
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[-1.11524461 0.12362303 0.50112458 1.14741491 0.05070476 0.78727284
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oet: [-0.53129313 -0.84275619 -0.96503399 -1.2636775 -0.89659422 -1.08527122
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[-1.93660395 -0.12967858 0.6003381 2.30543249 0.18647135 1.33523993
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X: [ 0. 0. -0.08821931 0.22169283 3.44778164 0. 0.
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[-1.32630825 0.06606793 0.00709562 ..., -0.51116916 -0.35774927
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[-1.40834837 -0.28274178 -0.10758585 ..., -0.33409997 -0.57848347
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[-1.40783973 -0.05152685 -0.0730758 ..., -0.54938324 -0.59840655
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hidden inputs: [-2.66035959 -2.27864529 -2.36865139 -2.98679643 -3.08257946 -2.32940949
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-1.76780593 -3.19309527 -2.56043997 -2.68742595 -2.30889061 -2.86033922]
hidden Outputs: [ 0.06535337 0.09290706 0.08559463 0.04802594 0.04383158 0.08871639
0.09481128 0.12367674 0.06113028 0.08824592 0.08652465 0.06087737
0.05456628 0.09151968 0.02787388 0.0619184 0.12656201 0.08960633
0.08471308 0.0636506 0.11598214 0.05581547 0.10693389 0.07509426
0.1458154 0.03942639 0.07172824 0.06371941 0.09038932 0.05414932]
final inputs: [-1.93660395 -0.12967858 0.6003381 2.30543249 0.18647135 1.33523993
-0.09654846 -1.12672711 -1.7277217 1.69880825]
[[-0.57681789 -0.11382104 0.27251397 0.89774309 -0.18942538 0.78561932
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[-0.80630399 -0.06462273 0.44596345 0.81181499 0.07618779 0.85712845
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[-0.86828491 -0.20446513 0.21310836 1.13498402 0.21008376 0.72659519
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hidden inputs: [-3.04084103 -3.61076607 -3.50892784 -3.63510423 -4.02723591 -3.86636927
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hidden Outputs: [ 0.04561454 0.02631968 0.02905927 0.02570311 0.01751141 0.02050498
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oet: [ 0.57601806 -0.16851308 -0.4420792 -1.16435189 -0.28571174 -0.7530411
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hidden inputs: [-4.94325134 -5.10015208 -5.54651537 -6.48629963 -6.07077329 -6.75168878
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hidden Outputs: [ 0.00708088 0.00605889 0.00388587 0.00152186 0.00230407 0.00116754
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final inputs: [-0.10247616 -0.00864774 0.02697119 0.11664508 0.00182479 0.06606254
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hidden inputs: [-4.52703128 -4.33031256 -4.78060929 -5.0410438 -5.64091451 -5.11120769
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hidden Outputs: [ 0.01069706 0.01299241 0.00832106 0.00642544 0.00353707 0.00599267
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oet: [ 1.32393512 1.11957796 1.03571061 0.84894689 1.08873727 0.95688042
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hidden inputs: [-4.8748598 -5.20753333 -5.4287283 -6.11952778 -6.39500809 -6.54150408
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hidden Outputs: [ 0.0075783 0.00544535 0.0043695 0.00219467 0.00166709 0.00144024
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oet: [-0.62755029 -0.71684514 -0.75221325 -0.83433378 -0.72698005 -0.7866749
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hidden inputs: [-5.2959688 -5.4998753 -6.24318842 -6.63767899 -7.14610161 -6.9602162
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hidden Outputs: [ 0.00498676 0.00407064 0.00193988 0.00130835 0.00078731 0.00094799
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0.00228114 0.00130182 0.00526081 0.00325616 0.00250968 0.00132018
0.00343296 0.00094379 0.00227266 0.00076333 0.00111929 0.00140356]
final inputs: [-0.06016717 -0.00393606 0.01761618 0.06986142 0.0028097 0.03993072
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-5.46628636 -6.74415401 -5.61667714 -6.83762863 -6.24722089 -6.15453212]
hidden Outputs: [ 0.00771249 0.00600972 0.00458609 0.00212454 0.00153885 0.00164046
0.00623934 0.00732489 0.00248384 0.00523865 0.00487793 0.00629998
0.00194677 0.00171462 0.00139422 0.00349407 0.01298596 0.00171036
0.00191217 0.00283981 0.01011413 0.00506844 0.0039499 0.00158267
0.00420911 0.00117636 0.00362353 0.00107149 0.00193209 0.00211933]
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-0.00411032 -0.05488052 -0.07961841 0.08644679]
[[-0.57681789 -0.11382104 0.27251397 0.89774309 -0.18942538 0.78561932
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[-0.86828491 -0.20446513 0.21310836 1.13498402 0.21008376 0.72659519
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[-0.9620811 0.06961167 0.05872627 1.02355852 -0.02055155 0.34774682
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[-0.94557484 -0.19590844 0.3920207 1.31917389 -0.01812453 0.39362358
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[-0.57868478 -0.05785289 0.53672667 0.93694149 -0.04521351 0.61569431
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[-1.11524461 0.12362303 0.50112458 1.14741491 0.05070476 0.78727284
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oet: [-0.24632747 -0.33350101 -0.3668204 -0.44745533 -0.34335861 -0.40085424
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[-0.68553046 -0.04868397 0.21729524 0.82860328 0.06455404 0.46936001
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X: [ 0. 0. -0.29595096 -0.03746875 1.37405656 0. 1.
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[[-1.21800718 -0.173815 0.04334163 ..., -0.45748049 -0.64248791
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[-1.32630825 0.06606793 0.00709562 ..., -0.51116916 -0.35774927
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...,
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[-1.40783973 -0.05152685 -0.0730758 ..., -0.54938324 -0.59840655
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hidden inputs: [-3.22540971 -3.48063578 -3.79761899 -4.09883609 -3.93445103 -3.96058922
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-3.56935781 -4.23854445 -4.0620341 -4.1081881 -3.78922037 -3.92431412]
hidden Outputs: [ 0.03822063 0.02986825 0.02193229 0.01632118 0.01918131 0.0186957
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0.01863551 0.01570573 0.01445843 0.02860042 0.08695114 0.02546466
0.04282746 0.01823877 0.04840735 0.05141057 0.02822334 0.02778751
0.02740192 0.01422336 0.01692266 0.01617171 0.02211317 0.01937296]
final inputs: [-0.68553046 -0.04868397 0.21729524 0.82860328 0.06455404 0.46936001
-0.03819964 -0.39078028 -0.60739324 0.64363092]
[[-0.57681789 -0.11382104 0.27251397 0.89774309 -0.18942538 0.78561932
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[-0.86828491 -0.20446513 0.21310836 1.13498402 0.21008376 0.72659519
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[-0.9620811 0.06961167 0.05872627 1.02355852 -0.02055155 0.34774682
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0.4302164 -0.77569832 -1.00022752 0.9307874 ]
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[-1.11524461 0.12362303 0.50112458 1.14741491 0.05070476 0.78727284
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oet: [ 0.32462878 -0.3122177 -0.57819691 -1.18950495 -0.42545571 -0.83026168
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X: [ 1. 0. 0.74270727 0.7918483 -0.45608552 0. 0.
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[[-1.21800718 -0.173815 0.04334163 ..., -0.45748049 -0.64248791
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[-1.32630825 0.06606793 0.00709562 ..., -0.51116916 -0.35774927
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[-1.40834837 -0.28274178 -0.10758585 ..., -0.33409997 -0.57848347
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...,
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[-1.43917315 -0.14995352 -0.18526631 ..., -0.52706485 -0.32839898
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[-1.40783973 -0.05152685 -0.0730758 ..., -0.54938324 -0.59840655
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hidden inputs: [-4.06320348 -4.1143326 -4.90076037 -4.61239854 -4.58277091 -5.1220614
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-4.7699678 -4.97099071 -4.21205505 -4.94658686 -4.50220888 -5.16588721]
hidden Outputs: [ 0.01690322 0.01607424 0.00738596 0.00983038 0.010123 0.00592836
0.01845356 0.02361668 0.01201916 0.01925743 0.01668811 0.01042823
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0.01122212 0.00965102 0.02482004 0.01918718 0.00980979 0.00729082
0.00840934 0.00688849 0.01459958 0.00705747 0.01096297 0.0056756 ]
final inputs: [-0.28825459 -0.01301541 0.09980855 0.35551191 0.02607236 0.2041616
-0.00912056 -0.17163038 -0.25727221 0.27708006]
[[-0.57681789 -0.11382104 0.27251397 0.89774309 -0.18942538 0.78561932
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[-1.11524461 0.12362303 0.50112458 1.14741491 0.05070476 0.78727284
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oet: [ 0.5944327 0.31919352 0.20636957 -0.0493338 0.28010575 0.10201651
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X: [ 0. 0. -1.54234083 -1.48877358 0.76428167 1. 0.
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...,
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hidden inputs: [-2.50138646 -3.17567379 -2.58482774 -3.38447097 -3.23609247 -3.24448158
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-2.96814653 -3.22709328 -3.37958508 -2.76167118 -2.94574563 -3.4393913 ]
hidden Outputs: [ 0.07576104 0.04009149 0.07012129 0.03278433 0.03782986 0.03752569
0.05816689 0.08109349 0.09312885 0.05159475 0.05211915 0.07227768
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0.04888583 0.03815879 0.03293961 0.05943088 0.04993797 0.03108681]
final inputs: [-1.31938735 -0.13171865 0.40967517 1.57477526 0.09106721 0.88945598
-0.07307059 -0.78552413 -1.16449495 1.18385572]
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[-0.86828491 -0.20446513 0.21310836 1.13498402 0.21008376 0.72659519
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[-1.11524461 0.12362303 0.50112458 1.14741491 0.05070476 0.78727284
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oet: [ 0.62770232 -0.55996639 -1.1013602 -2.26646029 -0.78275225 -1.58114102
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X: [ 0. 0. -1.23074336 0.1180282 -0.21168512 0. 1.
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[[-1.21800718 -0.173815 0.04334163 ..., -0.45748049 -0.64248791
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[-1.32630825 0.06606793 0.00709562 ..., -0.51116916 -0.35774927
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[-1.40834837 -0.28274178 -0.10758585 ..., -0.33409997 -0.57848347
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...,
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[-1.43917315 -0.14995352 -0.18526631 ..., -0.52706485 -0.32839898
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[-1.40783973 -0.05152685 -0.0730758 ..., -0.54938324 -0.59840655
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hidden inputs: [-4.13069949 -4.02730197 -4.57062504 -4.78115197 -5.28487222 -5.19035349
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-4.44221596 -5.11384146 -5.05540911 -4.94573062 -4.52597768 -5.1231152 ]
hidden Outputs: [ 0.01581742 0.01751028 0.01024543 0.00831659 0.00504213 0.00553918
0.01491921 0.02299949 0.01602234 0.00587529 0.01328169 0.01568911
0.00666565 0.00737509 0.00504285 0.00895326 0.0255503 0.00445324
0.00936283 0.00807432 0.01292367 0.01251393 0.00917989 0.00884828
0.01163291 0.005977 0.00633438 0.00706347 0.01070822 0.00592215]
final inputs: [-0.25597061 -0.01878967 0.07450855 0.29961263 0.01921992 0.17035828
-0.01842229 -0.1513933 -0.22259216 0.22980194]
[[-0.57681789 -0.11382104 0.27251397 0.89774309 -0.18942538 0.78561932
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[-0.86828491 -0.20446513 0.21310836 1.13498402 0.21008376 0.72659519
-0.21536684 -0.69376429 -0.98948154 0.79981708]
[-0.89500772 -0.08474755 0.41651325 1.15469412 0.18281726 0.72962909
-0.0215736 -0.40009893 -0.71768793 0.92459992]
[-1.2563507 -0.11220567 0.41582874 1.11976754 0.13210731 0.66995332
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[-0.9620811 0.06961167 0.05872627 1.02355852 -0.02055155 0.34774682
-0.07484691 -0.36199114 -0.66392814 0.80534505]
[-0.46838841 0.15369668 0.04252416 0.81643759 -0.00262501 0.20899106
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[-0.45785498 0.12521019 0.10347325 1.0223102 -0.28967241 0.55551504
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[-0.80799558 0.27821137 0.36205995 0.76758522 0.33102881 0.82568943
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0.4302164 -0.77569832 -1.00022752 0.9307874 ]
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[-1.11524461 0.12362303 0.50112458 1.14741491 0.05070476 0.78727284
0.02195506 -0.48140115 -0.54831548 0.75507585]]
oet: [-0.44674054 -0.68392148 -0.7772197 -1.00232377 -0.72193106 -0.87306942
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X: [ 0. 0. -0.9191459 -0.29663033 -1.55384381 0. 1.
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[[-1.21800718 -0.173815 0.04334163 ..., -0.45748049 -0.64248791
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[-1.32630825 0.06606793 0.00709562 ..., -0.51116916 -0.35774927
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[-1.40834837 -0.28274178 -0.10758585 ..., -0.33409997 -0.57848347
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...,
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[-1.43917315 -0.14995352 -0.18526631 ..., -0.52706485 -0.32839898
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[-1.40783973 -0.05152685 -0.0730758 ..., -0.54938324 -0.59840655
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hidden inputs: [-3.04025545 -2.94482097 -3.15164344 -3.77183377 -3.76954208 -3.44167562
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-3.10547282 -3.06012021 -3.13138758 -3.2044199 -3.59212747 -3.54283946
-3.64627584 -3.73310317 -3.61752941 -3.18409974 -3.48638271 -3.84071872]
hidden Outputs: [ 0.04564004 0.04998186 0.04102657 0.02249229 0.02254273 0.03101808
0.02879367 0.06590166 0.06689556 0.04013256 0.04093048 0.0412058
0.03448293 0.02002992 0.02133981 0.03752774 0.06013801 0.02844011
0.04288207 0.04478256 0.04183096 0.03899973 0.02680157 0.02811759
0.02542482 0.02335977 0.02614691 0.03976848 0.02970218 0.02102655]
final inputs: [-0.87622776 -0.07661172 0.2787197 1.04615395 0.0717085 0.60642874
-0.04970949 -0.52374922 -0.77407544 0.79379289]
[[-0.57681789 -0.11382104 0.27251397 0.89774309 -0.18942538 0.78561932
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[-0.80630399 -0.06462273 0.44596345 0.81181499 0.07618779 0.85712845
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[-0.86828491 -0.20446513 0.21310836 1.13498402 0.21008376 0.72659519
-0.21536684 -0.69376429 -0.98948154 0.79981708]
[-0.89500772 -0.08474755 0.41651325 1.15469412 0.18281726 0.72962909
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hidden inputs: [-3.87409254 -3.93354496 -4.60813741 -4.86825865 -5.25321127 -5.22903975
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hidden Outputs: [ 0.02035044 0.01919837 0.00987194 0.0076281 0.00520348 0.00533011
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X: [ 1. 0. 1.26203639 0.58451904 -0.45608552 0. 0.
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hidden inputs: [-5.64066028 -5.47826436 -5.87392121 -6.30430594 -6.92921512 -6.54971573
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hidden Outputs: [ 0.00353796 0.0041592 0.00280394 0.00182508 0.00097781 0.00142848
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final inputs: [-0.08174894 -0.0049023 0.02484505 0.09499574 0.00575336 0.05232136
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oet: [-0.79186695 -0.86871359 -0.89846094 -0.96861163 -0.87936925 -0.92593724
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hidden inputs: [-4.21321828 -4.06978212 -4.50626613 -4.48281136 -4.8533824 -5.0451512
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hidden Outputs: [ 0.01458286 0.01679425 0.01091906 0.0111753 0.00774154 0.00639927
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final inputs: [-0.33994658 -0.02495015 0.1025761 0.39653312 0.02649348 0.22390674
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hidden inputs: [-4.46871558 -4.43566983 -4.42710827 -5.39315862 -5.232465 -4.98148965
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hidden Outputs: [ 0.01133214 0.01170842 0.0118079 0.004527 0.00531198 0.00681704
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oet: [ 2.89931802 2.68513232 2.59954718 2.40279328 2.65143122 2.51897275
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hidden inputs: [-4.38347814 -4.97942555 -5.53136267 -5.60704156 -5.7341382 -5.8212129
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hidden Outputs: [ 0.01232799 0.00683103 0.00394496 0.00365848 0.00322325 0.00295525
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final inputs: [-0.17535204 -0.00961886 0.05449365 0.21228189 0.01377686 0.11790619
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hidden inputs: [-2.37630923 -2.61577022 -2.23139882 -2.83097474 -2.58748544 -2.53390475
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-4.5472816 -6.00408838 -5.15129394 -5.32803158 -4.52161078 -4.93132043]
hidden Outputs: [ 0.01051219 0.00823928 0.0101006 0.00558503 0.00392906 0.00656084
0.01113074 0.02127192 0.00516991 0.00885148 0.00948499 0.00668768
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0.01020066 0.00600357 0.03578229 0.01128251 0.00829773 0.00496787
0.01048487 0.00246256 0.00575855 0.00483017 0.01075458 0.00716526]
final inputs: [-0.216523 -0.01060969 0.07300198 0.25633071 0.02011276 0.14256766
-0.0041681 -0.12863568 -0.18483942 0.19599351]
[[-0.57681789 -0.11382104 0.27251397 0.89774309 -0.18942538 0.78561932
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[-1.02662075 0.0121671 0.13850462 0.91127792 0.06631714 0.49331987
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[-0.86828491 -0.20446513 0.21310836 1.13498402 0.21008376 0.72659519
-0.21536684 -0.69376429 -0.98948154 0.79981708]
[-0.89500772 -0.08474755 0.41651325 1.15469412 0.18281726 0.72962909
-0.0215736 -0.40009893 -0.71768793 0.92459992]
[-1.2563507 -0.11220567 0.41582874 1.11976754 0.13210731 0.66995332
-0.13375229 -0.5695555 -0.99177164 0.71588435]
[-0.9620811 0.06961167 0.05872627 1.02355852 -0.02055155 0.34774682
-0.07484691 -0.36199114 -0.66392814 0.80534505]
[-0.46838841 0.15369668 0.04252416 0.81643759 -0.00262501 0.20899106
0.09312118 -0.53109393 -0.69666352 0.66200452]
[-1.0354371 -0.61760338 0.1775086 0.8224349 -0.1315913 0.37898347
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[-1.04018156 -0.12664079 0.0126156 0.74027351 -0.25427334 0.11048935
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[-0.87707287 0.14933497 0.43164237 0.78286496 0.03910945 0.39992048
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[-0.81755069 -0.20362695 0.01971854 1.02190478 0.1098606 0.6483482
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[-0.94557484 -0.19590844 0.3920207 1.31917389 -0.01812453 0.39362358
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[-0.57868478 -0.05785289 0.53672667 0.93694149 -0.04521351 0.61569431
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[-0.82054442 -0.2583547 0.34606649 1.21881726 0.02414552 0.56954673
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[-1.11524461 0.12362303 0.50112458 1.14741491 0.05070476 0.78727284
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oet: [ 0.85348447 0.64757116 0.5639595 0.38063076 0.61684871 0.49439382
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[-0.11064066 -0.00781645 0.03430171 0.12706527 0.00687564 0.07421836
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X: [ 1. 0. 0.11951233 -0.76312116 1.86203995 0. 0.
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[[-1.21800718 -0.173815 0.04334163 ..., -0.45748049 -0.64248791
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[-1.32630825 0.06606793 0.00709562 ..., -0.51116916 -0.35774927
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...,
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[-1.40783973 -0.05152685 -0.0730758 ..., -0.54938324 -0.59840655
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hidden inputs: [-4.93086687 -4.83234596 -6.09462075 -5.65670757 -6.03254249 -6.366847
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-5.29862363 -6.72887403 -5.99860343 -6.62952344 -5.80163545 -5.93650825]
hidden Outputs: [ 0.00716848 0.00790482 0.00224989 0.00348184 0.00239364 0.00171462
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0.00383569 0.00364748 0.01657804 0.00428048 0.00449181 0.00215123
0.00497361 0.00119445 0.00247607 0.00131905 0.0030135 0.00263428]
final inputs: [-0.11064066 -0.00781645 0.03430171 0.12706527 0.00687564 0.07421836
-0.00304549 -0.0639885 -0.09373878 0.10114928]
[[-0.57681789 -0.11382104 0.27251397 0.89774309 -0.18942538 0.78561932
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[-0.80630399 -0.06462273 0.44596345 0.81181499 0.07618779 0.85712845
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[-0.86828491 -0.20446513 0.21310836 1.13498402 0.21008376 0.72659519
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[-0.46838841 0.15369668 0.04252416 0.81643759 -0.00262501 0.20899106
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[-1.11524461 0.12362303 0.50112458 1.14741491 0.05070476 0.78727284
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oet: [ 1.79508279 1.69225857 1.65014041 1.55737685 1.67756648 1.61022377
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X: [ 1. 0. -1.33460919 0.37718977 0.27629827 1. 0.
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[[-1.21800718 -0.173815 0.04334163 ..., -0.45748049 -0.64248791
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[-1.32630825 0.06606793 0.00709562 ..., -0.51116916 -0.35774927
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[-1.40834837 -0.28274178 -0.10758585 ..., -0.33409997 -0.57848347
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...,
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[-1.43917315 -0.14995352 -0.18526631 ..., -0.52706485 -0.32839898
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[-1.40783973 -0.05152685 -0.0730758 ..., -0.54938324 -0.59840655
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hidden inputs: [-4.00823289 -4.91278612 -4.51535873 -5.32399907 -5.35216164 -5.12365912
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-4.56464817 -5.13047647 -5.2812247 -5.32313834 -4.87098282 -4.86187924]
hidden Outputs: [ 0.01784137 0.00729832 0.0108213 0.00484959 0.00471556 0.00591895
0.01301997 0.01348137 0.0079421 0.00946824 0.00730038 0.01376792
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0.00641836 0.0085977 0.01210855 0.00757911 0.00622721 0.00710447
0.01030622 0.00587898 0.00506046 0.00485375 0.00760751 0.00767655]
final inputs: [-0.20852991 -0.01391073 0.06050512 0.24427524 0.00973492 0.13876613
-0.01459891 -0.12052086 -0.17876207 0.18971367]
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[-0.80630399 -0.06462273 0.44596345 0.81181499 0.07618779 0.85712845
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[-1.2563507 -0.11220567 0.41582874 1.11976754 0.13210731 0.66995332
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[-1.11524461 0.12362303 0.50112458 1.14741491 0.05070476 0.78727284
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oet: [-0.32878955 -0.52340873 -0.59782459 -0.7815947 -0.54705438 -0.6760856
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hidden inputs: [-4.00065881 -3.72474302 -4.37495263 -5.0135061 -4.89038359 -4.7018893
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hidden Outputs: [ 0.01797458 0.02355126 0.01243223 0.00660366 0.00746243 0.00899644
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oet: [ 0.70294921 0.38860602 0.25434675 -0.02883889 0.34119206 0.14164154
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X: [ 0. 0. -1.54234083 0.89551293 -0.45608552 0. 0.
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hidden inputs: [-3.94153647 -3.78919029 -4.29461122 -4.66751313 -4.89414796 -4.60961669
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hidden Outputs: [ 0.01904847 0.02211383 0.01345828 0.00930815 0.0074346 0.0098575
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final inputs: [-0.34683302 -0.02826567 0.11096777 0.40090653 0.02510595 0.22771842
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hidden Outputs: [ 0.01897003 0.02780635 0.02036207 0.00696855 0.01155376 0.00890402
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hidden inputs: [-5.17363842 -4.82534757 -5.53785836 -6.19293222 -6.18680533 -6.24825208
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hidden Outputs: [ 0.00563202 0.0079599 0.00391952 0.00203966 0.00205217 0.0019301
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final inputs: [-0.10242203 -0.01046252 0.02881293 0.11413671 0.00220189 0.06442534
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oet: [ 0.07781678 -0.01414273 -0.05341818 -0.13874196 -0.02680714 -0.08903059
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hidden inputs: [-2.49782172 -2.96500591 -2.55362674 -3.39049437 -3.01371224 -2.95569276
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hidden Outputs: [ 0.07601103 0.04903206 0.07218322 0.03259386 0.04681023 0.04946814
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final inputs: [-1.39698808 -0.10979202 0.43464765 1.6743799 0.11531606 0.96457124
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hidden inputs: [-4.40980966 -5.05328107 -5.10008005 -5.72645435 -5.79632591 -5.32463388
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hidden Outputs: [ 0.01201146 0.00634779 0.00605932 0.00324803 0.00302949 0.00484653
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final inputs: [-0.15762928 -0.00910998 0.05024927 0.18918634 0.01107289 0.10546339
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oet: [-0.69944744 -0.84796673 -0.90732599 -1.04626306 -0.86814961 -0.96254011
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hidden inputs: [-4.38923104 -4.45098427 -5.466867 -5.23010545 -5.88227488 -5.84717792
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hidden Outputs: [ 0.01225814 0.01153253 0.00420668 0.00532446 0.00278068 0.00287972
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final inputs: [-0.16283889 -0.01116316 0.04880899 0.19381051 0.01034432 0.10898546
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-5.2986238 -6.1063542 -5.53511569 -6.12331582 -5.35303383 -5.65581822]
hidden Outputs: [ 0.01257369 0.01003928 0.00416849 0.00234854 0.00346041 0.00168344
0.00622523 0.00852008 0.00388683 0.00678684 0.00717714 0.00815683
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-0.00610356 -0.0705626 -0.10401741 0.1144561 ]
[[-0.57681789 -0.11382104 0.27251397 0.89774309 -0.18942538 0.78561932
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[-0.86828491 -0.20446513 0.21310836 1.13498402 0.21008376 0.72659519
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[-0.46838841 0.15369668 0.04252416 0.81643759 -0.00262501 0.20899106
0.09312118 -0.53109393 -0.69666352 0.66200452]
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[-1.11524461 0.12362303 0.50112458 1.14741491 0.05070476 0.78727284
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oet: [ 0.60003827 0.48392078 0.43819394 0.33212888 0.47068302 0.39132375
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[-0.48638266 -0.03413162 0.15688697 0.58662615 0.03577546 0.33531028
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X: [ 0. 0. 1.15817056 -0.60762422 0.03189788 0. 0.
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[[-1.21800718 -0.173815 0.04334163 ..., -0.45748049 -0.64248791
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[-1.32630825 0.06606793 0.00709562 ..., -0.51116916 -0.35774927
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...,
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[-1.40783973 -0.05152685 -0.0730758 ..., -0.54938324 -0.59840655
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hidden inputs: [-3.3601041 -3.25372387 -4.12056514 -4.71482169 -4.5872629 -4.79141736
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-3.92089921 -4.65312939 -4.13961331 -4.29014957 -4.25802917 -4.49029384]
hidden Outputs: [ 0.03356585 0.03719331 0.01597596 0.00888187 0.01007808 0.00823235
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final inputs: [-0.48638266 -0.03413162 0.15688697 0.58662615 0.03577546 0.33531028
-0.02608696 -0.28725879 -0.42550883 0.45123456]
[[-0.57681789 -0.11382104 0.27251397 0.89774309 -0.18942538 0.78561932
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[-1.11524461 0.12362303 0.50112458 1.14741491 0.05070476 0.78727284
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oet: [ 0.45626436 0.00401332 -0.18700528 -0.61674446 -0.06589376 -0.36542859
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X: [ 1. 0. 0.63884145 -0.08930106 0.27629827 0. 1.
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[[-1.21800718 -0.173815 0.04334163 ..., -0.45748049 -0.64248791
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...,
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[-1.40783973 -0.05152685 -0.0730758 ..., -0.54938324 -0.59840655
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hidden inputs: [-5.0215895 -5.14170239 -5.81432641 -6.53855148 -6.70541102 -6.64455996
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-5.40532851 -6.50371423 -6.00792621 -6.81766322 -6.22578681 -6.20611778]
hidden Outputs: [ 0.00655084 0.00581373 0.00297561 0.00144449 0.00122277 0.00129939
0.00580001 0.00667552 0.00231993 0.00337263 0.00408919 0.00491887
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0.00276752 0.00262649 0.00635472 0.00503495 0.00331554 0.00199657
0.00447249 0.00149563 0.00245315 0.00109308 0.00197386 0.00201299]
final inputs: [-0.08128071 -0.00460059 0.02388325 0.09575446 0.00491626 0.0550407
-0.00476556 -0.04725337 -0.07078468 0.07625542]
[[-0.57681789 -0.11382104 0.27251397 0.89774309 -0.18942538 0.78561932
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oet: [ 1.00492109 0.92824097 0.89975713 0.82788593 0.91872412 0.86859969
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hidden inputs: [-3.31465386 -3.14098747 -3.9834278 -3.93463396 -4.43299813 -4.42275497
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hidden Outputs: [ 0.03507188 0.04144787 0.01828127 0.01917787 0.01173937 0.0118588
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oet: [ 1.12144859 0.59406831 0.38277961 -0.11098863 0.51095111 0.16746978
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X: [ 1. 0. -0.81528007 -0.71128885 -0.21168512 1. 0.
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hidden inputs: [-4.71014496 -5.05528835 -5.72230132 -6.45026113 -6.23553026 -6.98150195
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hidden Outputs: [ 0.00892313 0.00633514 0.0032615 0.00157762 0.00195476 0.00092804
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final inputs: [-0.09306713 -0.00728013 0.02665928 0.1075269 0.0015438 0.06090351
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[[-0.57681789 -0.11382104 0.27251397 0.89774309 -0.18942538 0.78561932
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[-1.11524461 0.12362303 0.50112458 1.14741491 0.05070476 0.78727284
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oet: [ 0.19526217 0.10947517 0.07553576 -0.00533187 0.10065124 0.04129152
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X: [ 1. 0. -0.81528007 -1.48877358 0.03189788 1. 0.
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[[-1.21800718 -0.173815 0.04334163 ..., -0.45748049 -0.64248791
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[-1.32630825 0.06606793 0.00709562 ..., -0.51116916 -0.35774927
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...,
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[-1.40783973 -0.05152685 -0.0730758 ..., -0.54938324 -0.59840655
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hidden inputs: [-4.68195144 -5.07433679 -5.51114769 -5.83929365 -6.19765278 -6.51661394
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hidden Outputs: [ 0.00917595 0.00621635 0.0040252 0.00290245 0.00203007 0.00147648
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0.00470459 0.00405913 0.01400983 0.00519967 0.00497056 0.00253898
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final inputs: [-0.11900557 -0.0096172 0.03515086 0.13749611 0.00583494 0.07724994
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[[-0.57681789 -0.11382104 0.27251397 0.89774309 -0.18942538 0.78561932
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hidden inputs: [-3.51652953 -3.24504093 -4.00837966 -3.97716545 -4.0283146 -4.18685132
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hidden Outputs: [ 0.02884556 0.03750549 0.0178388 0.018394 0.01749286 0.01496665
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[-1.11524461 0.12362303 0.50112458 1.14741491 0.05070476 0.78727284
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oet: [-0.0270132 -0.5457351 -0.7658427 -1.23937501 -0.63772865 -0.96277764
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X: [ 1. 0. 0.95043892 1.36200377 -0.69966852 0. 0.
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hidden inputs: [-4.34865604 -4.52996201 -4.65366372 -5.26924426 -5.38383982 -5.09032072
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hidden Outputs: [ 0.01275927 0.01066609 0.00943673 0.00512114 0.00456919 0.00611838
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final inputs: [-0.21437362 -0.01214102 0.06918969 0.25654688 0.01654522 0.14601517
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hidden inputs: [-5.2540754 -4.73134626 -6.01490298 -6.21514158 -6.46901996 -6.53798874
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hidden Outputs: [ 0.00519901 0.00873758 0.00243614 0.00199495 0.00154834 0.0014453
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hidden inputs: [-5.03999066 -5.34139041 -6.24779994 -6.67068637 -6.72688193 -6.96778222
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hidden Outputs: [ 0.00643217 0.00476638 0.00193097 0.00126592 0.00119683 0.00094085
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oet: [ 0.54530892 0.46124236 0.42976512 0.34921166 0.44998747 0.39626395
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hidden inputs: [-2.77928194 -3.2282131 -2.98035311 -3.19650478 -3.27734582 -3.27585459
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hidden Outputs: [ 0.05845406 0.03811771 0.04832139 0.03929747 0.03635659 0.03640887
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final inputs: [-1.06705119 -0.06265282 0.362395 1.27774999 0.10620019 0.73874479
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hidden inputs: [-4.94953654 -5.06984642 -5.75250861 -6.52321321 -6.32624513 -7.00224096
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hidden inputs: [-5.33357607 -5.13977898 -6.08250793 -6.65120128 -6.73297914 -7.02028833
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0.00179858 0.00089194 0.00202638 0.00079791 0.00126732 0.00146012]
final inputs: [-0.06459546 -0.00384409 0.02036247 0.07570821 0.00354844 0.04407493
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[[-0.57681789 -0.11382104 0.27251397 0.89774309 -0.18942538 0.78561932
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[-0.86828491 -0.20446513 0.21310836 1.13498402 0.21008376 0.72659519
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[-1.2563507 -0.11220567 0.41582874 1.11976754 0.13210731 0.66995332
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[-0.9620811 0.06961167 0.05872627 1.02355852 -0.02055155 0.34774682
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[-0.46838841 0.15369668 0.04252416 0.81643759 -0.00262501 0.20899106
0.09312118 -0.53109393 -0.69666352 0.66200452]
[-1.0354371 -0.61760338 0.1775086 0.8224349 -0.1315913 0.37898347
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[-1.04018156 -0.12664079 0.0126156 0.74027351 -0.25427334 0.11048935
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[-0.94557484 -0.19590844 0.3920207 1.31917389 -0.01812453 0.39362358
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[-0.57868478 -0.05785289 0.53672667 0.93694149 -0.04521351 0.61569431
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-0.31149972 -0.54035036 -0.73795731 0.56001643]
[-1.11524461 0.12362303 0.50112458 1.14741491 0.05070476 0.78727284
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oet: [ 1.53402839 1.47327703 1.44907047 1.39372472 1.4658845 1.425358
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[-0.13603696 -0.00801886 0.04494695 0.16032888 0.00944768 0.09293754
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X: [ 1. 0. 1.15817056 -0.91861811 0.27629827 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0. ]
[[-1.21800718 -0.173815 0.04334163 ..., -0.45748049 -0.64248791
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[-1.32630825 0.06606793 0.00709562 ..., -0.51116916 -0.35774927
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...,
[-1.6683358 -0.08756559 -0.17961081 ..., -0.37148072 -0.69892936
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[-1.40783973 -0.05152685 -0.0730758 ..., -0.54938324 -0.59840655
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hidden inputs: [-4.9027712 -4.34416776 -5.62079923 -5.95911687 -5.92722803 -6.19396201
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-5.13178318 -6.39958953 -5.38601036 -6.26137738 -5.3686289 -5.99845395]
hidden Outputs: [ 0.00737124 0.01281593 0.00360868 0.00257554 0.00265877 0.00203756
0.00727451 0.01195575 0.00555724 0.00932751 0.00797805 0.00681482
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0.00587134 0.00165948 0.00455933 0.00190498 0.0046389 0.00247644]
final inputs: [-0.13603696 -0.00801886 0.04494695 0.16032888 0.00944768 0.09293754
-0.00404214 -0.07940461 -0.11655806 0.12388579]
[[-0.57681789 -0.11382104 0.27251397 0.89774309 -0.18942538 0.78561932
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[-1.11524461 0.12362303 0.50112458 1.14741491 0.05070476 0.78727284
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oet: [ 3.54606563 3.41804753 3.36508172 3.24969978 3.40058098 3.31709113
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X: [ 0. 0. -1.54234083 -1.33327663 -0.21168512 1. 0.
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[[-1.21800718 -0.173815 0.04334163 ..., -0.45748049 -0.64248791
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[-1.32630825 0.06606793 0.00709562 ..., -0.51116916 -0.35774927
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...,
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[-1.43917315 -0.14995352 -0.18526631 ..., -0.52706485 -0.32839898
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[-1.40783973 -0.05152685 -0.0730758 ..., -0.54938324 -0.59840655
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hidden inputs: [-2.68334511 -2.68383881 -2.55750006 -3.13585716 -3.25961288 -2.90814528
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-3.0768622 -3.40967603 -3.18566937 -3.12697229 -2.81389206 -3.48162195]
hidden Outputs: [ 0.06396331 0.06393375 0.07192424 0.04165218 0.03698299 0.05175238
0.05775181 0.07839347 0.11970609 0.06630406 0.05514137 0.05151705
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0.04407182 0.03199443 0.03970859 0.04200828 0.05657808 0.02983969]
final inputs: [-1.37336938 -0.12828846 0.4238367 1.62540976 0.12019085 0.93204575
-0.08014263 -0.81366707 -1.20926021 1.21665747]
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[-1.11524461 0.12362303 0.50112458 1.14741491 0.05070476 0.78727284
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oet: [ 0.80848463 -0.43659629 -0.98872144 -2.19029451 -0.68507559 -1.4969305
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X: [ 1. 0. -0.39981678 -1.43694126 0.76428167 0. 1.
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hidden inputs: [-5.0518055 -4.98792697 -5.84955055 -6.37749833 -6.60197888 -6.68279473
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-5.65104751 -6.65374908 -5.96899466 -6.36428851 -5.97800136 -6.19486943]
hidden Outputs: [ 0.0063571 0.00677359 0.00287292 0.00169649 0.00135584 0.00125071
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final inputs: [-0.09428401 -0.00588234 0.02926 0.10907378 0.00501928 0.06132866
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[[-0.57681789 -0.11382104 0.27251397 0.89774309 -0.18942538 0.78561932
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0.09312118 -0.53109393 -0.69666352 0.66200452]
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[-1.11524461 0.12362303 0.50112458 1.14741491 0.05070476 0.78727284
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oet: [ 0.40597518 0.3175735 0.28243117 0.20261739 0.30667189 0.2503625
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[-0.13374325 -0.00610235 0.04437273 0.16203864 0.01193174 0.09222745
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X: [ 1. 0. 1.67749968 -1.48877358 0.03189788 0. 0.
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...,
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hidden inputs: [-4.91365903 -4.62748765 -5.21278344 -6.1276648 -6.06922296 -6.55785528
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-4.97688332 -6.42423761 -5.63626779 -6.2683184 -5.72905874 -5.63910763]
hidden Outputs: [ 0.007292 0.00968459 0.00541699 0.00217692 0.00230763 0.00141692
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final inputs: [-0.13374325 -0.00610235 0.04437273 0.16203864 0.01193174 0.09222745
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[[-0.57681789 -0.11382104 0.27251397 0.89774309 -0.18942538 0.78561932
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oet: [ 2.19858624 2.07094534 2.02047026 1.90280435 2.05291125 1.97261554
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X: [ 1. 0. 1.26203639 0.37718977 -0.45608552 0. 0.
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[[-1.21800718 -0.173815 0.04334163 ..., -0.45748049 -0.64248791
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[-1.32630825 0.06606793 0.00709562 ..., -0.51116916 -0.35774927
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...,
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[-1.40783973 -0.05152685 -0.0730758 ..., -0.54938324 -0.59840655
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hidden inputs: [-4.1047507 -4.53051948 -4.54527454 -4.95452609 -4.99319925 -5.02375777
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-4.56876712 -5.50008362 -4.83427021 -5.36523141 -4.95460166 -4.98486719]
hidden Outputs: [ 0.01622649 0.01066021 0.01050572 0.00700205 0.00673821 0.00653674
0.01833399 0.02563205 0.00629835 0.01620783 0.01485999 0.01041355
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0.00603378 0.00988533 0.0298473 0.01773358 0.0075249 0.00740368
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final inputs: [-0.25648067 -0.01087061 0.08430304 0.31329555 0.02054386 0.1755208
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[[-0.57681789 -0.11382104 0.27251397 0.89774309 -0.18942538 0.78561932
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oet: [ 0.59022406 0.344614 0.24944035 0.02044784 0.31319953 0.15822259
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hidden inputs: [-4.05380385 -3.88524546 -4.44711023 -4.87307331 -5.51294153 -5.22095204
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hidden Outputs: [ 0.01706013 0.02012927 0.01157677 0.00759174 0.00401801 0.00537316
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oet: [-0.53238215 -0.77174303 -0.86888561 -1.09284676 -0.80503579 -0.96401184
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...,
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hidden inputs: [-3.20010469 -2.57604424 -3.36801261 -3.17622971 -3.22850636 -3.22452002
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hidden Outputs: [ 0.03916178 0.07069618 0.03331024 0.0400701 0.03810696 0.03825335
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final inputs: [-1.13863182 -0.07302035 0.37728403 1.37559079 0.11720818 0.80787269
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oet: [ 2.28830751 1.22269603 0.77239166 -0.2259151 1.03246751 0.341803
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X: [ 1. 0. 0.4311098 0.27352514 1.86203995 0. 1.
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hidden inputs: [-4.47135027 -5.10440034 -5.6311863 -5.8440627 -6.1282811 -5.92231969
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-5.24705552 -6.41054822 -5.65736653 -6.28778106 -5.59988029 -5.63303979]
hidden Outputs: [ 0.01130266 0.00603336 0.00357152 0.00288868 0.00217558 0.00267182
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0.00572971 0.00332711 0.02090323 0.01194634 0.00369471 0.00320024
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final inputs: [-0.13871429 -0.00704091 0.04584906 0.16937307 0.01053524 0.09340228
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[[-0.57681789 -0.11382104 0.27251397 0.89774309 -0.18942538 0.78561932
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hidden Outputs: [ 0.05272003 0.0423615 0.02019493 0.01754951 0.02218494 0.00842781
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final inputs: [-0.55126336 -0.02907475 0.1845844 0.66788854 0.04534691 0.40023475
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oet: [ 1.58516487 1.06297626 0.84931711 0.36601297 0.9885546 0.63366676
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hidden inputs: [-4.799806 -4.9820322 -5.38435593 -5.61246417 -6.2118795 -5.52272506
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hidden Outputs: [ 0.00816414 0.00681337 0.00456684 0.00363877 0.00200145 0.00397905
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final inputs: [-0.13849794 -0.00878996 0.04255042 0.16573117 0.01035989 0.09325329
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oet: [-0.52562182 -0.65532979 -0.70667017 -0.82985092 -0.67447965 -0.75737304
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hidden inputs: [-3.79313892 -3.78670136 -4.02669348 -4.65331609 -4.54708417 -4.85001068
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hidden Outputs: [ 0.0220286 0.02216771 0.01752075 0.00943998 0.01048692 0.00776749
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final inputs: [-0.42750156 -0.03810669 0.12116009 0.4928653 0.01872381 0.27708009
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hidden inputs: [-3.7969129 -3.63763036 -4.0497209 -4.6994007 -4.50269074 -4.75925083
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hidden Outputs: [ 0.02194744 0.02563992 0.01712873 0.00901865 0.01095774 0.00849917
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oet: [ 1.72997088 1.37510038 1.23715959 0.9089684 1.32241068 1.09927678
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hidden inputs: [-4.07699225 -4.45152995 -5.37908191 -5.76628964 -5.29271413 -6.61015508
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hidden Outputs: [ 0.0166756 0.01152631 0.00459088 0.00312158 0.00500294 0.00134481
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final inputs: [-0.16717662 -0.01022985 0.05488816 0.20045789 0.00962808 0.11750719
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oet: [ 2.65101187 2.4940651 2.42894709 2.28337736 2.47420717 2.36632806
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hidden inputs: [-2.27380486 -2.56923058 -2.6451702 -3.00490259 -2.95245769 -2.98418866
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hidden Outputs: [ 0.09331579 0.07114513 0.06628732 0.04720488 0.04962048 0.04814531
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hidden inputs: [-4.83379159 -4.64254039 -5.79615399 -5.84603235 -5.79735799 -6.12908251
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hidden Outputs: [ 0.00789349 0.00954128 0.00303001 0.00288301 0.00302638 0.00217384
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final inputs: [-0.12969619 -0.0095641 0.04184477 0.15279195 0.00736152 0.08638853
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hidden Outputs: [ 0.00491741 0.00474401 0.00326871 0.00144199 0.00156212 0.00132084
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[-1.11524461 0.12362303 0.50112458 1.14741491 0.05070476 0.78727284
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oet: [ 1.87704324 1.80154035 1.77227936 1.70293359 1.79216572 1.74398921
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hidden inputs: [-3.20179126 -3.34494684 -3.25717713 -3.82201425 -3.84624762 -3.69493277
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hidden Outputs: [ 0.03909837 0.03406103 0.03706984 0.02141504 0.02091304 0.02424662
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final inputs: [-0.72403841 -0.04281103 0.23218832 0.87348767 0.0729394 0.50699086
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[-1.11524461 0.12362303 0.50112458 1.14741491 0.05070476 0.78727284
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oet: [ 0.12056228 -0.56066511 -0.83566446 -1.47696381 -0.67641554 -1.110467
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X: [ 0. 0. 0.63884145 1.31017145 0.51988127 0. 1.
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[-1.40783973 -0.05152685 -0.0730758 ..., -0.54938324 -0.59840655
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hidden inputs: [-3.3033461 -3.90469943 -4.08974678 -4.25058909 -4.50059232 -4.54683492
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-4.25770858 -4.59851594 -4.48627321 -4.61420346 -4.09597583 -3.70239918]
hidden Outputs: [ 0.03545658 0.01974912 0.01646775 0.01405546 0.01098051 0.01048951
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final inputs: [-0.42846567 -0.02369014 0.13540735 0.52297348 0.03658197 0.30190651
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hidden Outputs: [ 0.04615886 0.04320396 0.01736096 0.01725719 0.02183155 0.0090885
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hidden inputs: [-3.85307419 -4.33050648 -3.8406191 -4.95852034 -4.92912764 -4.34747406
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hidden Outputs: [ 0.02077372 0.01298992 0.0210286 0.00697433 0.00718087 0.01277416
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final inputs: [-0.33164824 -0.02655845 0.09676335 0.38184806 0.01832806 0.21819024
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oet: [ 0.53859134 0.23350155 0.11017975 -0.17490495 0.18861505 -0.01124714
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X: [ 0. 0. 1.88523132 -0.65945653 0.03189788 0. 0.
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hidden inputs: [-3.82065492 -3.7904565 -4.37692241 -4.70891254 -4.87809174 -5.15812325
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hidden Outputs: [ 0.02144354 0.02208646 0.01240807 0.00893404 0.00755403 0.00571958
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final inputs: [-0.35567169 -0.01567676 0.11410626 0.42993602 0.03143595 0.24434985
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hidden inputs: [-5.10923946 -5.30852415 -6.28501506 -6.88373168 -6.91141997 -7.1165485
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hidden Outputs: [ 0.0060044 0.00492485 0.00186056 0.00102327 0.00099535 0.0008109
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oet: [-0.88355569 -0.94144414 -0.96434519 -1.01904152 -0.94836256 -0.98795594
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hidden inputs: [-3.58027268 -3.63697844 -4.43548261 -5.05053552 -5.08355067 -5.34246855
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hidden Outputs: [ 0.02711252 0.02565621 0.01171058 0.00636513 0.00615969 0.00476127
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final inputs: [-0.30924776 -0.01891433 0.101892 0.37154485 0.02354848 0.21289923
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[-1.11524461 0.12362303 0.50112458 1.14741491 0.05070476 0.78727284
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oet: [-0.41000255 -0.70033598 -0.82114231 -1.09079517 -0.74279879 -0.93214954
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X: [ 1. 0. -0.81528007 1.25833914 0.03189788 1. 0.
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hidden inputs: [-4.09169678 -3.94676664 -3.9516496 -4.35933177 -4.40706198 -4.53821784
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hidden Outputs: [ 0.01643619 0.01895098 0.01886041 0.01262549 0.01204411 0.01057933
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0.02067511 0.0143748 0.01324751 0.0078542 0.01457141 0.01078911]
final inputs: [-0.41034463 -0.03619673 0.12098065 0.47805124 0.02490112 0.2750413
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hidden inputs: [-4.032172 -3.25191657 -4.40497337 -4.1679425 -4.25963197 -5.00831492
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hidden inputs: [-4.93494444 -5.12957272 -5.32443306 -6.21534667 -6.21716717 -6.45888143
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final inputs: [-0.10517923 -0.00953726 0.03051262 0.11827989 0.00443948 0.06686353
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-4.0986127 -5.20490244 -4.34525206 -4.90701964 -4.34548853 -4.51263378]
hidden Outputs: [ 0.02223242 0.02830433 0.01791749 0.01417974 0.00848578 0.01101278
0.02090507 0.03744137 0.01303165 0.02116216 0.02489925 0.01930666
0.01521218 0.00927921 0.00865433 0.01489189 0.04115397 0.00859001
0.01465894 0.01717214 0.05054555 0.01938976 0.03239555 0.0101869
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final inputs: [-0.42892137 -0.02618878 0.13754341 0.51258107 0.04140489 0.2938401
-0.01131731 -0.25433802 -0.37490995 0.39340819]
[[-0.57681789 -0.11382104 0.27251397 0.89774309 -0.18942538 0.78561932
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[-1.02662075 0.0121671 0.13850462 0.91127792 0.06631714 0.49331987
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[-0.86828491 -0.20446513 0.21310836 1.13498402 0.21008376 0.72659519
-0.21536684 -0.69376429 -0.98948154 0.79981708]
[-0.89500772 -0.08474755 0.41651325 1.15469412 0.18281726 0.72962909
-0.0215736 -0.40009893 -0.71768793 0.92459992]
[-1.2563507 -0.11220567 0.41582874 1.11976754 0.13210731 0.66995332
-0.13375229 -0.5695555 -0.99177164 0.71588435]
[-0.9620811 0.06961167 0.05872627 1.02355852 -0.02055155 0.34774682
-0.07484691 -0.36199114 -0.66392814 0.80534505]
[-0.46838841 0.15369668 0.04252416 0.81643759 -0.00262501 0.20899106
0.09312118 -0.53109393 -0.69666352 0.66200452]
[-1.0354371 -0.61760338 0.1775086 0.8224349 -0.1315913 0.37898347
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[-1.04018156 -0.12664079 0.0126156 0.74027351 -0.25427334 0.11048935
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[-1.02629049 0.10908751 0.51490977 1.48832284 -0.01397225 0.70214713
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[-0.87707287 0.14933497 0.43164237 0.78286496 0.03910945 0.39992048
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[-0.80854699 -0.27403001 0.35578759 1.22027437 0.06140237 0.87130698
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[-0.81755069 -0.20362695 0.01971854 1.02190478 0.1098606 0.6483482
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[-0.94557484 -0.19590844 0.3920207 1.31917389 -0.01812453 0.39362358
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[-0.86029061 -0.01868713 0.26620698 0.83224623 0.11396619 0.94663557
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[-0.57868478 -0.05785289 0.53672667 0.93694149 -0.04521351 0.61569431
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[-0.82054442 -0.2583547 0.34606649 1.21881726 0.02414552 0.56954673
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[-1.0015148 0.1052968 -0.04673324 1.10890288 0.24334118 0.47353464
-0.31149972 -0.54035036 -0.73795731 0.56001643]
[-1.11524461 0.12362303 0.50112458 1.14741491 0.05070476 0.78727284
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oet: [ 1.44077066 1.03803807 0.87430588 0.49926821 0.97044439 0.71800918
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[-0.36202849 -0.02308299 0.12148562 0.43468558 0.03587572 0.2463218
-0.00814201 -0.21170929 -0.31621873 0.32374331]
X: [ 1. 0. 0.4311098 1.31017145 0.76428167 0. 0.
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[[-1.21800718 -0.173815 0.04334163 ..., -0.45748049 -0.64248791
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[-1.32630825 0.06606793 0.00709562 ..., -0.51116916 -0.35774927
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...,
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[-1.43917315 -0.14995352 -0.18526631 ..., -0.52706485 -0.32839898
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[-1.40783973 -0.05152685 -0.0730758 ..., -0.54938324 -0.59840655
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hidden inputs: [-4.19677164 -4.06923104 -4.15712482 -4.92850187 -5.2638465 -4.26201834
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-3.94871362 -5.24905274 -4.60412934 -4.61242678 -4.17315322 -4.05691901]
hidden Outputs: [ 0.0148211 0.01680335 0.01541127 0.00718533 0.00514871 0.01389795
0.01256985 0.02886809 0.01038168 0.01802684 0.01160403 0.01163904
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0.01891482 0.00522505 0.0099112 0.00983011 0.01516994 0.01700797]
final inputs: [-0.36202849 -0.02308299 0.12148562 0.43468558 0.03587572 0.2463218
-0.00814201 -0.21170929 -0.31621873 0.32374331]
[[-0.57681789 -0.11382104 0.27251397 0.89774309 -0.18942538 0.78561932
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[-0.86828491 -0.20446513 0.21310836 1.13498402 0.21008376 0.72659519
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[-0.9620811 0.06961167 0.05872627 1.02355852 -0.02055155 0.34774682
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[-0.46838841 0.15369668 0.04252416 0.81643759 -0.00262501 0.20899106
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[-1.11524461 0.12362303 0.50112458 1.14741491 0.05070476 0.78727284
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oet: [-0.59428323 -0.93322874 -1.07779734 -1.3909973 -0.99218744 -1.20263353
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X: [ 1. 1. 1.88523132 -0.81495348 0.27629827 0. 0.
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[[-1.21800718 -0.173815 0.04334163 ..., -0.45748049 -0.64248791
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[-1.32630825 0.06606793 0.00709562 ..., -0.51116916 -0.35774927
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[-1.40834837 -0.28274178 -0.10758585 ..., -0.33409997 -0.57848347
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...,
[-1.6683358 -0.08756559 -0.17961081 ..., -0.37148072 -0.69892936
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[-1.43917315 -0.14995352 -0.18526631 ..., -0.52706485 -0.32839898
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[-1.40783973 -0.05152685 -0.0730758 ..., -0.54938324 -0.59840655
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hidden inputs: [-5.05405617 -4.75924775 -5.7908511 -6.11040922 -6.28964781 -6.74559759
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-5.84422886 -6.61467667 -5.92393719 -6.77055478 -6.18411175 -6.04425734]
hidden Outputs: [ 0.0063429 0.0084992 0.00304607 0.00221473 0.00185198 0.00117466
0.00421663 0.01133295 0.00292926 0.00725899 0.00626577 0.0072897
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0.00531255 0.00201612 0.0176733 0.00608344 0.00316499 0.00182001
0.0028882 0.00133875 0.00266751 0.00114574 0.00205769 0.00236583]
final inputs: [-0.10210871 -0.00563902 0.03474814 0.12101227 0.00583755 0.06882933
-0.00180978 -0.06025451 -0.08741927 0.09632975]
[[-0.57681789 -0.11382104 0.27251397 0.89774309 -0.18942538 0.78561932
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[-0.89500772 -0.08474755 0.41651325 1.15469412 0.18281726 0.72962909
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[-0.46838841 0.15369668 0.04252416 0.81643759 -0.00262501 0.20899106
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[-1.11524461 0.12362303 0.50112458 1.14741491 0.05070476 0.78727284
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oet: [ 1.4392283 1.34275861 1.30237145 1.21610732 1.33128204 1.26829027
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hidden Outputs: [ 0.01910971 0.01121076 0.01021911 0.00513527 0.00375078 0.00530337
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...,
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hidden inputs: [-4.03843103 -4.08795922 -4.87930832 -5.28473505 -5.73514224 -5.60552534
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hidden Outputs: [ 0.01731984 0.01649672 0.00754491 0.00504282 0.00322002 0.00366401
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final inputs: [-0.19494315 -0.01109901 0.06171473 0.23490706 0.01317742 0.1359815
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oet: [ 0.36880791 0.18496377 0.11215004 -0.06104229 0.16068735 0.03788326
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hidden inputs: [-4.27431457 -4.84599471 -4.2956358 -4.90238137 -5.34275292 -4.96791479
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hidden Outputs: [ 0.01373044 0.0077985 0.01344468 0.00737409 0.00475992 0.00690957
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final inputs: [-0.23923953 -0.01875244 0.06958232 0.27893278 0.01166859 0.15684359
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hidden inputs: [-4.04503087 -3.88799756 -4.34516531 -4.43864853 -4.69391003 -5.03212031
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hidden Outputs: [ 0.01720787 0.02007506 0.01280331 0.011674 0.00906786 0.00648266
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-0.02102653 -0.19557281 -0.28430538 0.29320292]
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[-1.11524461 0.12362303 0.50112458 1.14741491 0.05070476 0.78727284
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oet: [-0.09458505 -0.39883952 -0.52246612 -0.80682048 -0.44243898 -0.63929906
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X: [ 1. 0. 1.67749968 -0.86678579 0.51988127 0. 0.
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hidden inputs: [-3.7448 -4.17016441 -4.00081634 -4.32992211 -4.69752081 -4.41074649
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-3.9101307 -4.96037081 -4.46692265 -5.03232804 -4.65651013 -4.69838963]
hidden Outputs: [ 0.0230944 0.01521466 0.0179718 0.01299742 0.00903547 0.01200035
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final inputs: [-0.41504074 -0.01845989 0.12328663 0.49564071 0.03426763 0.28375152
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[-0.86828491 -0.20446513 0.21310836 1.13498402 0.21008376 0.72659519
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[-1.11524461 0.12362303 0.50112458 1.14741491 0.05070476 0.78727284
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oet: [ 3.84160858 3.44502773 3.3032812 2.93092712 3.39230021 3.14281631
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[-0.35490273 -0.0244008 0.10746022 0.41274903 0.02353247 0.23652224
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X: [ 0. 0. -0.9191459 0.94734524 0.03189788 0. 0.
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[-1.32630825 0.06606793 0.00709562 ..., -0.51116916 -0.35774927
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[-1.40783973 -0.05152685 -0.0730758 ..., -0.54938324 -0.59840655
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hidden inputs: [-3.80887971 -3.77582782 -4.09288624 -4.37107195 -4.69376148 -4.97543536
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-4.13515881 -4.61240743 -4.74877313 -4.32159483 -4.12373562 -4.54320305]
hidden Outputs: [ 0.02169203 0.02240464 0.01641697 0.01247997 0.00906919 0.00685815
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0.01043825 0.01281266 0.02582598 0.01478354 0.00883114 0.01017069
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final inputs: [-0.35490273 -0.0244008 0.10746022 0.41274903 0.02353247 0.23652224
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hidden inputs: [-3.30467495 -3.30222498 -3.89323917 -4.04219116 -3.84290886 -4.53386805
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hidden Outputs: [ 0.03541116 0.03549494 0.01997221 0.01725596 0.02098151 0.01062495
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oet: [ 1.22260948 0.65243515 0.4007892 -0.12969641 0.54763566 0.18420247
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hidden inputs: [-3.94033837 -3.51881119 -4.29266726 -5.0799731 -4.97204475 -4.93316965
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hidden Outputs: [ 0.01907087 0.02878171 0.01348411 0.00618163 0.00688129 0.00715211
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final inputs: [-0.28701936 -0.01934354 0.09257843 0.34049277 0.02603285 0.19907439
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hidden inputs: [-3.46312654 -3.20658672 -3.8833424 -4.32508444 -4.47114772 -4.86220299
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hidden Outputs: [ 0.0303798 0.0389186 0.02016684 0.01305962 0.01130492 0.00767408
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Progress: 3.3% ... Training loss: 1.150 ... Validation loss: 1.390[-0.79410743 -0.04230043 0.26672639 0.97527164 0.07884285 0.57507517
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hidden inputs: [-3.10429565 -3.0967006 -3.52191516 -3.77092042 -3.66905145 -3.78154159
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-3.77537295 -4.10276153 -3.63367489 -3.72557654 -3.82223453 -3.75590197]
hidden Outputs: [ 0.04293041 0.04324356 0.02869507 0.02251238 0.02486653 0.02227983
0.06314223 0.04863613 0.02577298 0.05222118 0.05628287 0.026373
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0.05077334 0.03890005 0.05704049 0.03976091 0.03134238 0.02234521
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-0.02002236 -0.4503443 -0.70263347 0.75327123]
[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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[-0.86350447 -0.20420797 0.21147005 1.12905996 0.20957155 0.72314343
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[-0.88993133 -0.08420809 0.41514612 1.14902381 0.18258171 0.72644043
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[-1.25130676 -0.11214942 0.41379409 1.11299717 0.13130525 0.66591287
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[-0.9521558 0.07085325 0.05634582 1.01293845 -0.02078018 0.3418799
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0.0942591 -0.52391865 -0.68615039 0.65237036]
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[-0.6678673 -0.06695011 0.57589618 0.96074017 0.59024544 0.85907141
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[-1.10981456 0.12406373 0.49947708 1.14104047 0.05029667 0.78362769
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oet: [ 2.13122702 1.37942002 1.0703932 0.36184795 1.25827674 0.76204443
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[-0.19647365 -0.01001866 0.06269823 0.24046882 0.01643939 0.13432701
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X: [ 1. 0. 1.05430474 -0.24479801 0.27629827 0. 1.
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[-1.32712407 0.06472742 0.01916545 ..., -0.5184965 -0.36243226
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...,
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[-1.40893418 -0.05267515 -0.06183095 ..., -0.55672343 -0.60160022
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hidden inputs: [-4.18973933 -4.82741743 -5.40361631 -5.4563207 -5.57242653 -5.76463107
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-4.87421959 -5.71141913 -5.56546725 -5.85879765 -5.4200221 -5.20243885]
hidden Outputs: [ 0.01492413 0.00794357 0.00448012 0.00425109 0.00378685 0.00312675
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0.0111393 0.00718735 0.02178909 0.01728955 0.00541991 0.00711559
0.00758311 0.00329707 0.0038132 0.00284655 0.00440754 0.00547301]
final inputs: [-0.19647365 -0.01001866 0.06269823 0.24046882 0.01643939 0.13432701
-0.00826397 -0.11206489 -0.17251909 0.19158114]
[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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[-1.10981456 0.12406373 0.49947708 1.14104047 0.05029667 0.78362769
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oet: [ 0.63496511 0.44851012 0.37579322 0.19802264 0.42205207 0.30416445
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X: [ 0. 0. 0.32724398 -0.34846264 1.37405656 0. 1.
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[[-1.21880399 -0.17513849 0.06222778 ..., -0.46572811 -0.64723664
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[-1.32712407 0.06472742 0.01916545 ..., -0.5184965 -0.36243226
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...,
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[-1.40893418 -0.05267515 -0.06183095 ..., -0.55672343 -0.60160022
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hidden inputs: [-3.81698263 -4.02004666 -4.59605293 -5.11086129 -5.37338781 -5.64541408
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-4.68444147 -5.14783875 -5.02432835 -5.24672019 -4.8030441 -4.75207339]
hidden Outputs: [ 0.02152074 0.01763553 0.00999077 0.00599473 0.00461698 0.00352124
0.01695108 0.01790633 0.01111066 0.01026645 0.01092176 0.01442635
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0.00929943 0.00675433 0.01681654 0.0184519 0.00943829 0.00517554
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final inputs: [-0.24064594 -0.01484318 0.0744992 0.29032114 0.01863158 0.16748747
-0.0130769 -0.14225999 -0.20959183 0.22671459]
[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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[-1.10981456 0.12406373 0.49947708 1.14104047 0.05029667 0.78362769
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oet: [ 1.0044077 0.77860494 0.68926257 0.47344062 0.74513018 0.59627429
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hidden inputs: [-3.94126132 -3.56563396 -4.7922474 -4.53359964 -4.53646553 -4.84069415
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hidden Outputs: [ 0.01905361 0.02750134 0.00822558 0.01062778 0.01059768 0.00783962
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final inputs: [-0.33415487 -0.0285561 0.10213404 0.39060563 0.02077463 0.22724008
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[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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oet: [-0.68280047 -0.98839924 -1.11908938 -1.40756097 -1.03772997 -1.24419542
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X: [ 0. 0. -0.5036826 -0.03746875 0.03189788 0. 0.
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hidden inputs: [-3.72036287 -3.18517485 -4.28194464 -4.34977775 -3.91791097 -4.60801954
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hidden Outputs: [ 0.0236522 0.03972745 0.01362749 0.01274515 0.01949498 0.0098731
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final inputs: [-0.43132902 -0.03040751 0.13960038 0.51134532 0.04346157 0.30074355
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hidden inputs: [-5.81143202 -5.39647071 -6.41519906 -6.68095728 -7.11942977 -6.81967139
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hidden Outputs: [ 0.00298421 0.0045121 0.00163382 0.001253 0.00080857 0.00109089
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oet: [ 0.83332033 0.78402942 0.76362585 0.72006542 0.77759522 0.74568191
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hidden inputs: [-4.30518047 -4.12785038 -4.31572022 -4.95078034 -5.57119558 -4.83468965
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hidden Outputs: [ 0.01331867 0.01586184 0.01318087 0.00702814 0.0037915 0.00788646
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final inputs: [-0.25703454 -0.02189343 0.07582089 0.30124373 0.01723587 0.1708495
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[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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oet: [-0.77094691 -1.00608802 -1.10380235 -1.32922519 -1.04521732 -1.19883096
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hidden inputs: [-5.03632786 -5.47274164 -5.46889089 -6.54594478 -7.08941663 -6.85957916
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hidden Outputs: [ 0.00645562 0.00418214 0.00419821 0.00143387 0.00083319 0.00104826
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0.0019392 0.00203279 0.00837376 0.00378495 0.00271485 0.00124425
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final inputs: [-0.07282993 -0.0050704 0.02105198 0.08392799 0.00298003 0.04745984
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hidden inputs: [-4.12743822 -3.42107859 -4.48210083 -5.03106565 -5.02814989 -4.55214723
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-4.25817852 -5.10373537 -4.21034141 -4.49092226 -4.20930958 -4.65870118]
hidden Outputs: [ 0.01586827 0.03164316 0.01118315 0.00648946 0.00650828 0.01043451
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[-1.10981456 0.12406373 0.49947708 1.14104047 0.05029667 0.78362769
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oet: [-0.69507123 -0.99647062 -1.13133631 -1.41535636 -1.04902983 -1.24856562
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X: [ 0. 0. -0.29595096 1.31017145 -1.55384381 0. 0.
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hidden inputs: [-4.18135824 -3.59563471 -4.62759075 -4.37595978 -4.0731517 -4.63450596
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hidden Outputs: [ 0.01504785 0.02671024 0.0096836 0.01241987 0.0167387 0.00961751
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[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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[-1.10981456 0.12406373 0.49947708 1.14104047 0.05029667 0.78362769
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oet: [-0.34461354 -0.64922883 -0.78056615 -1.0622867 -0.70169623 -0.90067013
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hidden inputs: [-2.75345064 -2.80505154 -2.96716911 -2.74017175 -2.94959377 -2.71315467
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hidden Outputs: [ 0.05989207 0.05705181 0.0489313 0.06064412 0.04975571 0.06220158
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final inputs: [-1.35886356 -0.09896011 0.44461708 1.62355848 0.1468124 0.94117811
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-4.13456325 -4.47126923 -4.26428403 -4.59243812 -4.07423305 -4.30890061]
hidden Outputs: [ 0.04015448 0.03202898 0.02119317 0.010712 0.0138343 0.0075142
0.02197301 0.02272163 0.01362542 0.01654686 0.02515922 0.0336437
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0.01822817 0.01772044 0.03011391 0.01890123 0.01583349 0.01549364
0.01575739 0.01130356 0.01386694 0.01002658 0.01672091 0.01326987]
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-0.02355635 -0.24776092 -0.36693411 0.39906525]
[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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[-0.86350447 -0.20420797 0.21147005 1.12905996 0.20957155 0.72314343
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[-0.88993133 -0.08420809 0.41514612 1.14902381 0.18258171 0.72644043
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[-1.25130676 -0.11214942 0.41379409 1.11299717 0.13130525 0.66591287
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[-0.9521558 0.07085325 0.05634582 1.01293845 -0.02078018 0.3418799
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0.0942591 -0.52391865 -0.68615039 0.65237036]
[-1.02875623 -0.61871845 0.17309736 0.81060963 -0.13404524 0.3714381
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[-0.6678673 -0.06695011 0.57589618 0.96074017 0.59024544 0.85907141
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[-1.02245695 0.10924039 0.51351616 1.48343935 -0.01444874 0.69927869
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[-0.87002298 0.14985735 0.42942801 0.77445795 0.03852007 0.39508782
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[-0.80202763 -0.27353558 0.3537523 1.21250759 0.06086057 0.8668462
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[-0.93968906 -0.19555095 0.39005767 1.31196294 -0.01871496 0.38944092
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[-1.10981456 0.12406373 0.49947708 1.14104047 0.05029667 0.78362769
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oet: [ 0.13378515 -0.27336604 -0.43623314 -0.8099533 -0.32887497 -0.60063358
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[-0.10487811 -0.00820717 0.03186287 0.12122614 0.004936 0.06827451
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X: [ 1. 0. -0.71141425 -1.74793515 1.37405656 1. 0.
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[-1.32712407 0.06472742 0.01916545 ..., -0.5184965 -0.36243226
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...,
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[-1.40893418 -0.05267515 -0.06183095 ..., -0.55672343 -0.60160022
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hidden inputs: [-4.82433438 -5.02922744 -5.63742212 -6.1465373 -6.54835039 -6.36875682
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-5.25095913 -6.81107312 -5.92510076 -6.39774989 -5.99362329 -5.87966138]
hidden Outputs: [ 0.0079679 0.00650132 0.0035494 0.00213631 0.00143043 0.00171136
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0.00317403 0.00354445 0.01506855 0.00439824 0.00513015 0.00202654
0.00521515 0.0011003 0.00266442 0.00166253 0.0024884 0.00278794]
final inputs: [-0.10487811 -0.00820717 0.03186287 0.12122614 0.004936 0.06827451
-0.00362049 -0.06309291 -0.08978131 0.09572092]
[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
0.09404646 -0.41337728 -0.32923613 0.8657566 ]
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[-1.10981456 0.12406373 0.49947708 1.14104047 0.05029667 0.78362769
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oet: [-0.23948439 -0.33615533 -0.37622537 -0.46558865 -0.34929851 -0.41263701
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X: [ 0. 0. 1.15817056 1.10284219 -0.82146002 0. 1.
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[[-1.21880399 -0.17513849 0.06222778 ..., -0.46572811 -0.64723664
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[-1.32712407 0.06472742 0.01916545 ..., -0.5184965 -0.36243226
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[-1.41052594 -0.28418196 -0.09515202 ..., -0.3439703 -0.58303385
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...,
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[-1.40893418 -0.05267515 -0.06183095 ..., -0.55672343 -0.60160022
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hidden inputs: [-3.15788788 -3.5941062 -3.43018008 -3.52851503 -4.33203984 -3.84819871
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-3.57788227 -3.78087706 -3.95203122 -3.6169101 -3.77725005 -3.85184352]
hidden Outputs: [ 0.0407816 0.02675001 0.03136546 0.02851169 0.01297028 0.02087313
0.05717657 0.05277154 0.02356047 0.03304919 0.02995823 0.01913461
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0.02717565 0.02229431 0.01885335 0.02616269 0.02237351 0.02079877]
final inputs: [-0.67363926 -0.03727277 0.20684835 0.82928681 0.06335092 0.47647148
-0.03766185 -0.39897507 -0.60811413 0.63384866]
[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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[-0.86350447 -0.20420797 0.21147005 1.12905996 0.20957155 0.72314343
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[-0.88993133 -0.08420809 0.41514612 1.14902381 0.18258171 0.72644043
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[-0.45656743 0.15507628 0.03955029 0.80357714 -0.00300726 0.20184189
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[-1.10981456 0.12406373 0.49947708 1.14104047 0.05029667 0.78362769
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oet: [ 0.27965925 -0.35670724 -0.60082836 -1.22326682 -0.45733093 -0.87045149
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hidden inputs: [-5.15847936 -5.21394964 -6.40606702 -6.47890069 -6.58357065 -7.36230972
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[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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[-1.10981456 0.12406373 0.49947708 1.14104047 0.05029667 0.78362769
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oet: [ 1.85239295 1.7875627 1.76414227 1.7036418 1.78091968 1.73695836
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[-1.32712407 0.06472742 0.01916545 ..., -0.5184965 -0.36243226
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...,
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[-1.40893418 -0.05267515 -0.06183095 ..., -0.55672343 -0.60160022
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hidden inputs: [-3.23525092 -3.29740084 -3.90473711 -3.75909243 -4.40323228 -3.89780785
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-4.21029623 -4.51169259 -3.9144565 -4.61840785 -3.77598976 -4.22669072]
hidden Outputs: [ 0.03786051 0.03566046 0.01974839 0.02277413 0.01208977 0.01988298
0.04809053 0.05495767 0.02373093 0.02868484 0.03365405 0.01481613
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final inputs: [-0.63907046 -0.03443199 0.21502336 0.79626954 0.07692533 0.45613415
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[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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[-1.10981456 0.12406373 0.49947708 1.14104047 0.05029667 0.78362769
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oet: [ 1.90452033 1.29988186 1.0504265 0.46918032 1.18852453 0.80931571
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X: [ 0. 0. -1.64620666 -0.60762422 -1.55384381 1. 0.
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[[-1.21880399 -0.17513849 0.06222778 ..., -0.46572811 -0.64723664
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hidden inputs: [-2.38049681 -2.841039 -2.18833401 -3.30383763 -3.20548903 -2.61571104
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-2.42178186 -2.92391446 -2.92094948 -2.83305505 -3.21406124 -3.05284007]
hidden Outputs: [ 0.08467205 0.05514638 0.100803 0.03543977 0.03895968 0.0681341
0.06745653 0.06610025 0.09422273 0.05112617 0.04564991 0.06906324
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final inputs: [-1.45694319 -0.12791627 0.44303093 1.70062776 0.10431102 0.98145078
-0.10748447 -0.8550594 -1.27519535 1.27713403]
[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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hidden inputs: [-4.76912262 -5.1759979 -5.37707809 -6.24989434 -6.26356998 -6.42573271
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hidden Outputs: [ 0.00841639 0.00561883 0.00460005 0.00192694 0.00190081 0.00161673
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hidden inputs: [-4.65637323 -5.29182424 -5.64052791 -6.48217721 -6.57820749 -6.55787757
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hidden inputs: [-5.47018006 -5.32106902 -5.33261009 -5.93301621 -6.27358531 -5.99064069
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final inputs: [-0.10399059 -0.00568627 0.02862631 0.12006118 0.00627221 0.06684458
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hidden inputs: [-3.93521332 -3.66350995 -4.24369554 -4.32054168 -4.84943743 -5.04986171
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final inputs: [-0.35952332 -0.02780329 0.11406975 0.42011446 0.02023132 0.23706689
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-4.66837906 -5.7172858 -5.02141097 -5.19903529 -5.03816252 -4.89471935]
hidden Outputs: [ 0.00891787 0.01247442 0.00410362 0.00474691 0.0035824 0.00480113
0.01076873 0.0138645 0.01106911 0.00646301 0.00568071 0.01078825
0.00503199 0.00466753 0.00521173 0.00651907 0.01947417 0.00250418
0.00837202 0.00409873 0.02222534 0.01232379 0.00989501 0.00372411
0.00930017 0.00327785 0.006552 0.00549157 0.00644386 0.00743039]
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-0.00842066 -0.11398428 -0.16318492 0.17027578]
[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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[-0.86350447 -0.20420797 0.21147005 1.12905996 0.20957155 0.72314343
-0.2152157 -0.69099904 -0.98526834 0.79529843]
[-0.88993133 -0.08420809 0.41514612 1.14902381 0.18258171 0.72644043
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[-1.25130676 -0.11214942 0.41379409 1.11299717 0.13130525 0.66591287
-0.13381278 -0.56673745 -0.9873431 0.71068442]
[-0.9521558 0.07085325 0.05634582 1.01293845 -0.02078018 0.3418799
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0.0942591 -0.52391865 -0.68615039 0.65237036]
[-1.02875623 -0.61871845 0.17309736 0.81060963 -0.13404524 0.3714381
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[-0.6678673 -0.06695011 0.57589618 0.96074017 0.59024544 0.85907141
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[-0.93968906 -0.19555095 0.39005767 1.31196294 -0.01871496 0.38944092
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[-0.57294962 -0.05748111 0.53485358 0.92998721 -0.04575368 0.61167027
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[-1.10981456 0.12406373 0.49947708 1.14104047 0.05029667 0.78362769
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oet: [-0.53557748 -0.71035507 -0.78638146 -0.94823464 -0.74022218 -0.84930638
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[-0.17894334 -0.00766052 0.06006286 0.22004561 0.01971797 0.12706858
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X: [ 1. 0. -0.5036826 -0.03746875 0.27629827 0. 1.
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hidden inputs: [-4.55350205 -4.53714626 -5.01988701 -5.51570979 -5.20080396 -5.39291238
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-5.27094595 -5.99277032 -5.1829078 -5.40122759 -4.99139034 -5.26872591]
hidden Outputs: [ 0.01042053 0.01059055 0.00656193 0.00400695 0.00548191 0.00452811
0.01186399 0.01355417 0.00658401 0.00976515 0.0116162 0.00595661
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final inputs: [-0.17894334 -0.00766052 0.06006286 0.22004561 0.01971797 0.12706858
-0.00654113 -0.10334827 -0.15727596 0.17129015]
[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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[-1.10981456 0.12406373 0.49947708 1.14104047 0.05029667 0.78362769
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oet: [ 2.47533469 2.30405186 2.23632848 2.07634573 2.27667338 2.16932276
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[-0.80723093 -0.0568375 0.26057816 0.96294515 0.0689076 0.56102754
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X: [ 0. 0. 0.11951233 -0.40029496 -1.55384381 0. 1.
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[[-1.21880399 -0.17513849 0.06222778 ..., -0.46572811 -0.64723664
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[-1.32712407 0.06472742 0.01916545 ..., -0.5184965 -0.36243226
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[-1.41052594 -0.28418196 -0.09515202 ..., -0.3439703 -0.58303385
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...,
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[-1.44087917 -0.15073809 -0.1763562 ..., -0.53513111 -0.33274987
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[-1.40893418 -0.05267515 -0.06183095 ..., -0.55672343 -0.60160022
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hidden inputs: [-3.06535982 -3.18548633 -3.29289023 -3.48490956 -3.79354086 -3.74307237
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-3.53049672 -3.49704348 -3.91453633 -3.40472632 -3.58537819 -3.21344258]
hidden Outputs: [ 0.04455896 0.03971557 0.0358159 0.02974466 0.02201994 0.02313341
0.05173954 0.0449574 0.04769838 0.03466216 0.04106394 0.02819477
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0.03628932 0.04511542 0.04817039 0.03669686 0.01990336 0.03351615
0.02845685 0.02939647 0.01955959 0.03214808 0.02697818 0.03866298]
final inputs: [-0.80723093 -0.0568375 0.26057816 0.96294515 0.0689076 0.56102754
-0.0479915 -0.46474141 -0.69457842 0.72320729]
[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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[-1.10981456 0.12406373 0.49947708 1.14104047 0.05029667 0.78362769
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oet: [ 0.79916484 0.04877142 -0.26864424 -0.97101123 -0.07697368 -0.56909363
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hidden inputs: [-5.22109147 -5.14142249 -6.0490184 -6.37361825 -6.70654173 -7.07816735
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hidden Outputs: [ 0.00537241 0.00581535 0.00235462 0.00170307 0.00122139 0.00084261
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[-1.10981456 0.12406373 0.49947708 1.14104047 0.05029667 0.78362769
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oet: [ 1.57002358 1.50155763 1.4736747 1.41216107 1.49269917 1.44797724
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...,
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hidden inputs: [-3.86665415 -3.63701113 -4.24657457 -4.74413691 -5.0860145 -4.92905871
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-3.98904485 -5.11855649 -4.74310167 -5.01475906 -4.43346988 -4.94290327]
hidden Outputs: [ 0.02049926 0.0256554 0.0141112 0.00862749 0.00614462 0.00718136
0.01917549 0.0390146 0.01047236 0.02349129 0.02175614 0.01773136
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0.01364861 0.01595783 0.04075581 0.02190452 0.01954367 0.007307
0.01818073 0.00594905 0.00863635 0.00659544 0.0117339 0.00708333]
final inputs: [-0.35579731 -0.01697144 0.11357036 0.43261117 0.03323586 0.2474412
-0.01167764 -0.21189181 -0.31454388 0.33243168]
[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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[-1.10981456 0.12406373 0.49947708 1.14104047 0.05029667 0.78362769
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oet: [ 0.75018432 0.41135845 0.28081665 -0.03822416 0.36115115 0.14694581
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X: [ 0. 0. 0.63884145 -1.74793515 1.61845695 0. 0.
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[[-1.21880399 -0.17513849 0.06222778 ..., -0.46572811 -0.64723664
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[-1.32712407 0.06472742 0.01916545 ..., -0.5184965 -0.36243226
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hidden inputs: [-3.39720135 -3.29458347 -4.31393439 -4.00812835 -4.57564599 -4.57342537
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-4.25452838 -4.99711865 -4.4745385 -4.72771366 -4.21365997 -4.57745576]
hidden Outputs: [ 0.03238304 0.03575748 0.01320412 0.0178432 0.01019464 0.01021707
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final inputs: [-0.46121583 -0.03101957 0.15445996 0.55414976 0.04748943 0.3274232
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[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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hidden Outputs: [ 0.00976678 0.01063574 0.00623288 0.00236666 0.00508568 0.00230353
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hidden inputs: [-5.10084739 -5.11182031 -5.85568085 -6.2240029 -6.33148483 -6.55483051
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hidden Outputs: [ 0.0060547 0.00598902 0.00285541 0.00197738 0.00177623 0.0014212
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final inputs: [-0.1012626 -0.00905699 0.02915094 0.11712523 0.00392676 0.06452162
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[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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oet: [-0.91017968 -1.00238529 -1.04059323 -1.12856752 -1.01536904 -1.07596391
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hidden inputs: [-5.41891922 -5.24625928 -5.24357734 -5.87453808 -6.15892069 -5.91198782
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hidden Outputs: [ 0.00441238 0.00523959 0.00525358 0.00280222 0.00211007 0.00269949
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final inputs: [-0.11089445 -0.00619609 0.03076766 0.12785477 0.00664945 0.07129182
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[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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oet: [ 1.76963599 1.65895597 1.61175033 1.51008668 1.64258317 1.57230117
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hidden inputs: [-3.22297244 -2.59746625 -2.82857278 -3.61945508 -3.41383555 -3.28505585
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hidden Outputs: [ 0.03831032 0.06930167 0.05579954 0.02609792 0.03186586 0.03608743
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final inputs: [-1.00409358 -0.06760534 0.33213358 1.21612893 0.08884054 0.71108971
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X: [ 0. 0. 0.53497563 -0.50395959 0.27629827 1. 0.
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hidden inputs: [-3.02705966 -3.3222114 -3.07661964 -3.27173127 -3.98145099 -3.78049257
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hidden Outputs: [ 0.04621827 0.03481702 0.04408204 0.03655381 0.01831678 0.0223027
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final inputs: [-0.77567396 -0.04649279 0.25178542 0.95843181 0.07996578 0.55943346
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-5.16759508 -6.24513087 -5.75152528 -6.21167814 -5.5270393 -5.8770157 ]
hidden Outputs: [ 0.00976039 0.01251862 0.00530807 0.00289373 0.00280001 0.00193503
0.00863332 0.01508274 0.00561627 0.00800033 0.01020107 0.00886603
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final inputs: [-0.15252289 -0.00918385 0.04936921 0.178023 0.01028954 0.10372499
-0.00354751 -0.08768743 -0.13003247 0.14135177]
[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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[-1.10981456 0.12406373 0.49947708 1.14104047 0.05029667 0.78362769
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oet: [ 4.02013521 3.87679617 3.8182431 3.68958932 3.85732278 3.76388733
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[-0.08702302 -0.00389259 0.02684135 0.1035149 0.00593492 0.05895247
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X: [ 1. 0. 0.8465731 -0.29663033 0.51988127 0. 1.
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hidden inputs: [-5.04367836 -5.16842633 -5.76236222 -6.28641772 -6.52422642 -6.8006139
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hidden Outputs: [ 0.00640864 0.00566129 0.00313383 0.00185796 0.0014653 0.00111185
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final inputs: [-0.08702302 -0.00389259 0.02684135 0.1035149 0.00593492 0.05895247
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[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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oet: [ 0.29947918 0.21634875 0.1856148 0.10894125 0.20652124 0.15350368
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X: [ 1. 0. 0.74270727 -1.54060589 -0.21168512 1. 0.
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...,
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hidden inputs: [-4.95934153 -4.97458201 -5.39449222 -6.12665205 -6.21435886 -6.69749146
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hidden Outputs: [ 0.00696864 0.00686397 0.00452099 0.00217912 0.0019965 0.00123248
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final inputs: [-0.10016613 -0.00573976 0.03171876 0.11847497 0.00560032 0.06824527
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[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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oet: [ 1.65780797 1.5633816 1.52592307 1.43916686 1.55204152 1.48939656
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hidden inputs: [-3.83172794 -4.0709445 -4.8640472 -5.1746616 -5.26552466 -5.35525244
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hidden Outputs: [ 0.02121242 0.01677506 0.00766005 0.0056263 0.00514012 0.00470107
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final inputs: [-0.26009373 -0.01511896 0.08995014 0.31422425 0.02280165 0.1796781
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[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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oet: [ 0.68755908 0.4425843 0.3375152 0.11324109 0.40466369 0.24778724
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X: [ 0. 0. -1.43847501 1.56933303 1.13047356 1. 0.
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hidden inputs: [-2.92346865 -2.09650918 -2.23590916 -2.81396825 -2.80704249 -2.11886333
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-2.64401771 -3.14874879 -2.78811932 -2.86246284 -2.27847101 -2.85433765]
hidden Outputs: [ 0.05100554 0.10943657 0.09657186 0.05657401 0.0569448 0.10727688
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final inputs: [-1.82951741 -0.18732872 0.5349951 2.09078736 0.13476418 1.18418804
-0.12732073 -1.09039438 -1.5851439 1.53184282]
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[-1.10981456 0.12406373 0.49947708 1.14104047 0.05029667 0.78362769
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oet: [ 0.9834668 -0.65872188 -1.38104571 -2.93683796 -0.98081478 -2.03023864
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X: [ 0. 0. 0.63884145 1.05100987 -0.21168512 0. 0.
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hidden inputs: [-3.90725185 -3.71513926 -4.47505083 -4.77472802 -5.08708582 -4.94351671
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hidden Outputs: [ 0.01969977 0.02377313 0.01126138 0.00836974 0.00613808 0.00707901
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final inputs: [-0.3109256 -0.02288293 0.09611832 0.36831032 0.02052504 0.2086982
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[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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hidden inputs: [-4.69831848 -4.88366368 -4.83263547 -5.48408668 -5.45391573 -5.24186506
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hidden Outputs: [ 0.00902833 0.00751237 0.00790255 0.00413516 0.00426128 0.00526254
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[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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oet: [ 1.8274556 1.67009836 1.60844338 1.46185309 1.64803294 1.5467843
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hidden inputs: [-2.7580596 -3.22176888 -3.05709645 -3.63801433 -3.58498519 -3.52311698
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-2.99347441 -3.79157441 -3.48836026 -3.34253879 -3.44462328 -3.6069481 ]
hidden Outputs: [ 0.05963308 0.03835469 0.04491209 0.02563033 0.0269885 0.02866159
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0.04772155 0.02206233 0.02964524 0.03414034 0.03092961 0.0264177 ]
final inputs: [-0.92817316 -0.07570188 0.28912174 1.10416369 0.05954271 0.62553516
-0.05670454 -0.55669256 -0.81165524 0.83702756]
[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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[-1.10981456 0.12406373 0.49947708 1.14104047 0.05029667 0.78362769
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oet: [ 0.18135757 -0.67111371 -1.03593734 -1.85097928 -0.8063583 -1.37235075
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X: [ 0. 0. 1.15817056 0.58451904 0.76428167 0. 0.
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hidden inputs: [-2.85392659 -3.29553281 -3.46420883 -3.59981345 -3.84219097 -3.77630022
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-3.45345406 -3.88407197 -3.77528881 -3.65073714 -3.17167421 -3.7806991 ]
hidden Outputs: [ 0.0544787 0.03572476 0.03034794 0.02660182 0.02099626 0.02239429
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final inputs: [-0.77748165 -0.04343295 0.2454242 0.95900326 0.07147058 0.55093855
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[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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hidden inputs: [-4.32020301 -3.45426959 -4.44756564 -5.10591161 -4.84882313 -4.66638062
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hidden inputs: [-3.14545345 -3.01126834 -2.92511861 -3.37837527 -3.58006609 -2.95905654
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hidden inputs: [-4.18143748 -4.00851448 -4.23058837 -4.86914094 -4.70354295 -4.91863699
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hidden Outputs: [ 0.01504667 0.01783644 0.01433534 0.00762143 0.00898171 0.00725605
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final inputs: [-0.34866322 -0.03398127 0.09511406 0.39334138 0.01242178 0.21861261
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hidden Outputs: [ 0.00862392 0.00593684 0.00258987 0.00120729 0.00165438 0.0011865
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oet: [ 3.08889775 2.995487 2.95989312 2.87274385 2.98326344 2.92394517
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X: [ 0. 0. -0.29595096 -1.12594737 1.86203995 1. 0.
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hidden inputs: [-3.80288844 -3.95776694 -4.0829898 -4.74610774 -4.91123594 -5.42336962
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hidden Outputs: [ 0.02181954 0.01874755 0.01657754 0.00861065 0.00730956 0.00439287
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X: [ 0. 0. -1.8539383 -0.65945653 0.03189788 1. 0.
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hidden inputs: [-3.49673954 -3.67580416 -3.74054415 -4.75763851 -4.71632678 -4.88001616
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hidden Outputs: [ 0.02940514 0.02470332 0.02319061 0.00851277 0.00886863 0.00753961
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hidden Outputs: [ 0.04512705 0.05505336 0.04060983 0.05066123 0.04981972 0.04333554
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hidden inputs: [-3.61853849 -3.67317898 -3.74588086 -4.16690541 -4.60962897 -4.66366359
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hidden Outputs: [ 0.02612123 0.02476665 0.02307002 0.01526357 0.00985738 0.00934372
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final inputs: [-0.43415017 -0.02969785 0.12896654 0.50625422 0.03095162 0.28963944
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oet: [-0.0645779 -0.46903022 -0.62769461 -1.0049823 -0.52967969 -0.78836752
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X: [ 0. 0. 0.63884145 0.53268672 0.27629827 0. 1.
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hidden inputs: [-3.46958873 -3.48238239 -3.92252147 -4.03395627 -4.02919479 -3.96176261
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hidden Outputs: [ 0.03019002 0.02981768 0.01940704 0.01739616 0.01747774 0.01867418
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final inputs: [-0.62518135 -0.03246623 0.2071432 0.77952797 0.07101629 0.44156495
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hidden Outputs: [ 0.02298559 0.02986435 0.01206064 0.01177886 0.01275207 0.00865193
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oet: [ 0.60561943 0.24683164 0.09807826 -0.24136122 0.19091874 -0.05053488
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X: [ 1. 0. 0.95043892 0.1180282 -0.21168512 0. 1.
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hidden inputs: [-5.46846332 -5.32950007 -6.54373568 -6.68390591 -7.21060023 -7.05044206
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hidden Outputs: [ 0.00419999 0.00482312 0.00143703 0.00124932 0.00073817 0.00086627
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final inputs: [-0.05958668 -0.00394845 0.01903772 0.06968007 0.00338834 0.03943886
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[-1.10981456 0.12406373 0.49947708 1.14104047 0.05029667 0.78362769
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oet: [ 1.07694902 1.02131079 0.99832462 0.94768228 1.013974 0.97792348
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hidden inputs: [-3.43591501 -3.69816153 -3.62040792 -3.4541406 -3.94692285 -3.58161032
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hidden Outputs: [ 0.03119169 0.02417035 0.02607371 0.03064562 0.01894808 0.02707726
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final inputs: [-0.70757029 -0.05721028 0.20085098 0.81591366 0.04106494 0.46297274
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hidden inputs: [-4.4353439 -4.15585786 -4.824103 -5.01966403 -5.58618449 -5.31342181
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hidden inputs: [-4.11011929 -3.22688585 -4.21631809 -4.81624859 -4.69775099 -5.28052828
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hidden Outputs: [ 0.01614101 0.0381664 0.01453838 0.00803207 0.00903341 0.00506397
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final inputs: [-0.31967425 -0.02020924 0.10544847 0.38253928 0.03127222 0.22664369
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[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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oet: [-0.39322889 -0.69271991 -0.81345875 -1.0920581 -0.73131553 -0.93238163
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hidden inputs: [-2.57719021 -3.0045606 -2.49406194 -3.29114 -3.17564411 -3.11566495
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X: [ 1. 0. -1.23074336 -0.14113338 0.51988127 1. 0.
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hidden inputs: [-5.14871069 -5.63662137 -5.72425133 -6.49829254 -6.62276738 -6.51442451
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hidden Outputs: [ 0.00577336 0.00355223 0.00325517 0.00150374 0.00132798 0.00147972
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final inputs: [-0.07955128 -0.0064562 0.02149922 0.08903612 0.00113701 0.04802284
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hidden inputs: [-5.29340894 -5.37569529 -5.77913736 -6.23267073 -6.36253321 -6.7805686
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hidden Outputs: [ 0.00499948 0.00460638 0.00308185 0.00196035 0.00172202 0.00113434
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[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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oet: [ 0.28163376 0.20812382 0.17829831 0.10967779 0.19745322 0.15033724
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hidden inputs: [-2.71453144 -3.29204006 -2.36321568 -3.26769013 -3.74107691 -3.14546746
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hidden Outputs: [ 0.06212131 0.03584527 0.08602104 0.03669639 0.02317854 0.04127024
0.06012031 0.05835175 0.04858388 0.03705045 0.04568575 0.04370928
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final inputs: [-1.09795372 -0.07868883 0.3351427 1.29792714 0.09448489 0.74933895
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[-1.10981456 0.12406373 0.49947708 1.14104047 0.05029667 0.78362769
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oet: [ 0.18023338 -0.8390315 -1.25286304 -2.21564747 -1.01220523 -1.66705928
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X: [ 1. 0. 0.11951233 1.05100987 -0.21168512 0. 1.
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hidden inputs: [-5.81591642 -5.46787937 -6.50880206 -6.53910508 -7.03270367 -7.28118409
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hidden Outputs: [ 0.0029709 0.00420244 0.00148805 0.00144369 0.00088176 0.0006879
0.0023834 0.00507882 0.00247198 0.00174722 0.0027097 0.00370089
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final inputs: [-0.04767748 -0.00339392 0.01382733 0.0550709 0.00249156 0.03151087
-0.00291651 -0.02815818 -0.04118966 0.04378489]
[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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hidden inputs: [-3.39928353 -3.15008116 -3.77388256 -4.83932874 -4.6896527 -4.31961958
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hidden Outputs: [ 0.03231786 0.04108808 0.02244728 0.00785025 0.00910619 0.01313025
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hidden inputs: [-5.6913341 -5.08724011 -6.15583641 -6.73209558 -6.91264628 -6.57279032
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final inputs: [-0.06399944 -0.00563824 0.02008533 0.07247757 0.00265017 0.04160277
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hidden inputs: [-4.00164166 -3.6963241 -4.2308762 -4.40758648 -4.17267242 -4.49291808
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hidden Outputs: [ 0.01795724 0.02421372 0.01433127 0.01203787 0.01517713 0.01106416
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oet: [-0.53521344 -0.88113133 -1.02332138 -1.34050621 -0.9334854 -1.15527941
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hidden inputs: [-2.90558588 -2.12266659 -2.28275964 -3.1745291 -2.62493143 -2.45122248
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hidden Outputs: [ 0.05187812 0.10691319 0.0925609 0.04013557 0.06755101 0.0793492
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[-1.10981456 0.12406373 0.49947708 1.14104047 0.05029667 0.78362769
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oet: [ 1.43072886 -0.37454211 -1.15749059 -2.87029887 -0.68348364 -1.88767236
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X: [ 1. 0. 0.8465731 1.05100987 0.03189788 0. 1.
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hidden inputs: [-4.3573443 -3.83625445 -4.39950632 -4.80109231 -4.77031147 -5.21733041
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hidden Outputs: [ 0.01265029 0.02111864 0.01213435 0.00815373 0.00840647 0.00539255
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final inputs: [-0.30804703 -0.01472585 0.09890429 0.37623643 0.02544989 0.220803
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[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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-3.94543824 -5.05197146 -4.83522564 -5.18899992 -4.58910826 -5.09555666]
hidden Outputs: [ 0.01687754 0.01763619 0.01049031 0.00918469 0.00633543 0.00594203
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[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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[-0.6678673 -0.06695011 0.57589618 0.96074017 0.59024544 0.85907141
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[-1.10981456 0.12406373 0.49947708 1.14104047 0.05029667 0.78362769
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oet: [ 0.25782253 -0.01627645 -0.12272973 -0.37980391 -0.05297202 -0.23253947
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X: [ 1. 0. 0.53497563 -1.9034321 -0.21168512 0. 1.
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...,
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hidden inputs: [-5.08555922 -4.77763887 -6.04017243 -6.03804665 -6.39115257 -6.73959551
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hidden Outputs: [ 0.0061474 0.00834561 0.00237549 0.00238053 0.00167352 0.00118173
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final inputs: [-0.09850103 -0.00607791 0.03104685 0.11289411 0.0051159 0.06582234
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[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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[-1.10981456 0.12406373 0.49947708 1.14104047 0.05029667 0.78362769
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oet: [ 3.46442524 3.37200213 3.33487737 3.25303011 3.36080832 3.30010187
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X: [ 0. 0. -2.26940159 -0.03746875 -0.21168512 1. 0.
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...,
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[-1.40893418 -0.05267515 -0.06183095 ..., -0.55672343 -0.60160022
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hidden inputs: [-3.89227285 -3.84049627 -4.12038996 -5.18668522 -4.60498366 -5.08883336
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-4.07635278 -5.0254355 -4.83608607 -4.93549164 -4.15234999 -4.5075643 ]
hidden Outputs: [ 0.01999113 0.02103113 0.01597872 0.00555943 0.00990282 0.00612743
0.01286415 0.01253336 0.02108979 0.01049699 0.00960306 0.03349511
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final inputs: [-0.31495782 -0.02873336 0.08497723 0.35248813 0.01239134 0.19906325
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hidden inputs: [-3.79132479 -3.48177235 -4.6026471 -4.53339872 -4.60062213 -4.72569813
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[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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[-1.10981456 0.12406373 0.49947708 1.14104047 0.05029667 0.78362769
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oet: [-0.65250016 -0.97304284 -1.11314732 -1.41821753 -1.02527831 -1.24537879
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...,
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hidden inputs: [-3.65893134 -3.12295418 -3.87121577 -4.88829954 -4.44601134 -4.31871211
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-3.80905575 -4.81911086 -3.91471181 -4.50366106 -3.8502697 -4.36967175]
hidden Outputs: [ 0.02511311 0.04217029 0.02040787 0.00747788 0.01158935 0.01314201
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final inputs: [-0.45065353 -0.03057785 0.14935839 0.53621126 0.03982329 0.31056012
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[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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[-1.10981456 0.12406373 0.49947708 1.14104047 0.05029667 0.78362769
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oet: [ 0.56387468 0.143799 -0.03613725 -0.42299011 0.07339786 -0.19733897
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X: [ 0. 0. -1.43847501 1.56933303 1.13047356 1. 0.
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[-1.32712407 0.06472742 0.01916545 ..., -0.5184965 -0.36243226
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hidden inputs: [-2.92346865 -2.09650918 -2.23590916 -2.81396825 -2.80704249 -2.11886333
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-2.64401771 -3.14874879 -2.78811932 -2.86246284 -2.27847101 -2.85433765]
hidden Outputs: [ 0.05100554 0.10943657 0.09657186 0.05657401 0.0569448 0.10727688
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final inputs: [-1.82951741 -0.18732872 0.5349951 2.09078736 0.13476418 1.18418804
-0.12732073 -1.09039438 -1.5851439 1.53184282]
[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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hidden inputs: [-3.70995426 -3.40954085 -4.90239386 -4.20912291 -4.60671102 -5.18889856
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[-1.10981456 0.12406373 0.49947708 1.14104047 0.05029667 0.78362769
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hidden inputs: [-4.06456153 -4.6188576 -4.04077924 -4.95417847 -5.08547307 -4.8172263
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-4.05323327 -4.84366953 -4.86909158 -4.70863507 -4.81722611 -4.54862754]
hidden Outputs: [ 0.01688067 0.00976771 0.01727992 0.00700446 0.00614793 0.00802428
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final inputs: [-0.28052356 -0.02385069 0.08018506 0.32255689 0.0159865 0.18268447
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oet: [ 0.42130999 0.16463712 0.06060137 -0.18177046 0.12479993 -0.04189804
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X: [ 0. 0. -0.08821931 0.01436357 -1.55384381 0. 1.
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hidden inputs: [-3.81818289 -3.87130425 -4.9330272 -5.32735005 -5.14379702 -5.52574831
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-4.80560433 -5.24437902 -5.02240529 -5.10672586 -4.65004178 -4.71476797]
hidden Outputs: [ 0.02149548 0.0204061 0.00715312 0.00483345 0.00580163 0.00396709
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final inputs: [-0.25929363 -0.01990775 0.07990026 0.30784221 0.01391474 0.1775264
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hidden inputs: [-3.98333419 -4.07052634 -5.14881357 -5.26383206 -5.39316342 -5.68070989
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hidden Outputs: [ 0.01828295 0.01678196 0.00577277 0.00514879 0.00452698 0.00339954
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final inputs: [-0.23736892 -0.01707275 0.07244733 0.28438242 0.01589138 0.1608858
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[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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hidden inputs: [-3.41741773 -3.51877175 -4.2125436 -4.30538069 -4.28348129 -4.56369441
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hidden Outputs: [ 0.03175553 0.02878281 0.01459256 0.01331604 0.01360685 0.01031595
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[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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hidden inputs: [-4.07279551 -4.09391238 -5.15876695 -5.04414141 -5.44639693 -5.79124958
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[-1.10981456 0.12406373 0.49947708 1.14104047 0.05029667 0.78362769
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hidden inputs: [-5.54139302 -5.1671155 -6.32349337 -6.68261277 -7.01096176 -6.88904856
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[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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oet: [ 1.04238272 0.98364911 0.9588603 0.90536045 0.97532195 0.93671784
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hidden inputs: [-3.19778716 -3.1841825 -2.85113073 -3.5458353 -3.75663414 -3.28346441
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hidden Outputs: [ 0.03924908 0.03976532 0.0546229 0.02803584 0.02282891 0.03614283
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final inputs: [-0.90796856 -0.06499253 0.28566434 1.07848404 0.08346442 0.62150499
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hidden inputs: [-2.45880935 -3.30068755 -2.96576184 -3.31020367 -3.83499565 -3.53942446
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hidden Outputs: [ 0.07879672 0.03554761 0.04899683 0.0352228 0.02114468 0.02821106
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[-1.10981456 0.12406373 0.49947708 1.14104047 0.05029667 0.78362769
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oet: [ 0.69929632 -0.23492088 -0.61047076 -1.52435625 -0.38091559 -1.00456847
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X: [ 1. 0. 0.22337816 0.74001598 0.27629827 0. 1.
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hidden inputs: [-5.60588641 -5.46342232 -6.58582698 -6.77013079 -7.03433092 -7.03845257
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hidden Outputs: [ 0.0036627 0.00422113 0.00137788 0.00114623 0.00088033 0.00087671
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final inputs: [-0.05841535 -0.00372389 0.0178484 0.069534 0.00341975 0.03849155
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[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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hidden inputs: [-2.27413019 -3.14249979 -2.58958637 -3.47348527 -3.45699174 -3.49783126
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hidden Outputs: [ 0.09328827 0.04138783 0.06981164 0.03007614 0.03056103 0.029374
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oet: [ 0.09938476 -0.86435236 -1.26185241 -2.18778155 -1.00870176 -1.67194995
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X: [ 0. 0. -1.23074336 1.25833914 -0.82146002 1. 0.
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hidden inputs: [-4.49167591 -4.62340639 -4.67619224 -4.92202928 -5.30358725 -5.32527917
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hidden Outputs: [ 0.01107776 0.00972381 0.00922846 0.00723166 0.0049491 0.00484342
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[-1.10981456 0.12406373 0.49947708 1.14104047 0.05029667 0.78362769
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oet: [-0.75183024 -0.96449256 -1.04344851 -1.24507825 -0.99067575 -1.12729402
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hidden inputs: [-4.50958285 -5.23112175 -5.06244552 -5.12868027 -5.8474533 -5.25831746
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hidden Outputs: [ 0.0108833 0.00531908 0.00629024 0.00588948 0.00287893 0.00517711
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final inputs: [-0.1885014 -0.0123982 0.05363284 0.21697394 0.01073299 0.12054607
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[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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hidden inputs: [-4.95310017 -5.10005443 -5.56141309 -6.03195019 -6.67812154 -6.50100205
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hidden Outputs: [ 0.00701197 0.00605947 0.00382863 0.00239506 0.00125656 0.00149968
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final inputs: [-0.10094257 -0.00617176 0.03233574 0.11931505 0.00712078 0.06726455
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[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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oet: [-0.09456742 -0.18933823 -0.22784573 -0.31482504 -0.20263077 -0.26277454
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hidden inputs: [-3.70323071 -4.24812649 -4.02763174 -4.31043746 -4.399234 -4.77987335
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hidden Outputs: [ 0.02405107 0.01408963 0.0175046 0.01324976 0.01213762 0.00832714
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final inputs: [-0.42135444 -0.02961183 0.12366338 0.49861548 0.02567528 0.28396819
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[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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hidden inputs: [-4.23429912 -4.10471479 -3.61196626 -4.19869989 -4.39385926 -3.93291959
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[-1.40893418 -0.05267515 -0.06183095 ..., -0.55672343 -0.60160022
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hidden inputs: [-3.4992279 -3.40230354 -3.92836045 -4.11643916 -4.59730297 -4.61909093
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-4.0003037 -4.67385571 -4.27129007 -4.35538283 -4.02652151 -4.62088278]
hidden Outputs: [ 0.02933421 0.03222355 0.01929623 0.01604095 0.00997841 0.00976545
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-0.01213501 -0.28737004 -0.41817029 0.44423596]
[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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[-1.25130676 -0.11214942 0.41379409 1.11299717 0.13130525 0.66591287
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[-0.9521558 0.07085325 0.05634582 1.01293845 -0.02078018 0.3418799
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0.0942591 -0.52391865 -0.68615039 0.65237036]
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[-1.10981456 0.12406373 0.49947708 1.14104047 0.05029667 0.78362769
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oet: [ 1.02730541 0.57091987 0.37646585 -0.03609737 0.49213244 0.20593235
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X: [ 1. 0. 1.26203639 -1.69610284 -0.69966852 0. 1.
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[[-1.21880399 -0.17513849 0.06222778 ..., -0.46572811 -0.64723664
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...,
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hidden inputs: [-4.88523867 -4.99159298 -6.05943104 -6.28543526 -6.87389243 -6.71121749
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-5.94424626 -6.91554864 -6.1939264 -6.93981249 -6.2596655 -6.24213807]
hidden Outputs: [ 0.00750064 0.00674897 0.00233029 0.00185978 0.00103337 0.0012157
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final inputs: [-0.09494314 -0.0061747 0.03263478 0.1129103 0.0073495 0.06438843
-0.00016848 -0.05553292 -0.08104865 0.09015081]
[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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[-1.10981456 0.12406373 0.49947708 1.14104047 0.05029667 0.78362769
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oet: [ 2.5898045 2.50103606 2.46222658 2.38195106 2.48751186 2.43047294
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X: [ 0. 0. 0.63884145 -1.12594737 -0.21168512 0. 0.
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[-1.32712407 0.06472742 0.01916545 ..., -0.5184965 -0.36243226
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[-1.40893418 -0.05267515 -0.06183095 ..., -0.55672343 -0.60160022
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hidden inputs: [-2.34383497 -2.84839528 -3.06404168 -2.81179623 -2.80391026 -3.18469709
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-3.09631338 -3.26180589 -3.42099985 -3.13130174 -3.24727708 -3.07037213]
hidden Outputs: [ 0.08755705 0.05476433 0.04461511 0.05669005 0.05711324 0.03974568
0.07602178 0.10521311 0.04787169 0.06804427 0.11098547 0.0421027
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final inputs: [-1.34794892 -0.07168407 0.45472198 1.66906057 0.15017242 0.99144695
-0.04148524 -0.78089298 -1.1999046 1.28922345]
[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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hidden Outputs: [ 0.02337035 0.01837675 0.00774539 0.00537606 0.00561959 0.00427424
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[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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oet: [ 1.6088438 1.36240139 1.259304 1.03186316 1.32741754 1.16652245
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hidden inputs: [-2.86899459 -3.01001039 -3.24050238 -4.20947708 -4.08953558 -4.13559023
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-3.94726734 -4.13948124 -3.6897253 -4.51808601 -4.30306336 -3.98524091]
hidden Outputs: [ 0.05370773 0.04697568 0.03766967 0.01463672 0.01647117 0.01574147
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final inputs: [-0.62814381 -0.03486637 0.20730396 0.76378142 0.05011965 0.44839485
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[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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[-1.10981456 0.12406373 0.49947708 1.14104047 0.05029667 0.78362769
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oet: [ 0.49879049 -0.09448695 -0.33665728 -0.89313473 -0.17947296 -0.57774817
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X: [ 0. 0. -0.71141425 0.94734524 0.27629827 0. 0.
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hidden inputs: [-2.494414 -2.18446646 -2.00443515 -2.36377979 -2.69278264 -2.29896155
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-2.32403394 -2.28230675 -2.46834629 -2.33182523 -2.26065606 -2.91575711]
hidden Outputs: [ 0.07625071 0.1011541 0.11873805 0.0859767 0.06340058 0.091209
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final inputs: [-2.26850823 -0.16610096 0.7269308 2.69688277 0.23660149 1.57194567
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[[-0.56794332 -0.11318553 0.26969888 0.88712175 -0.1901786 0.77950566
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hidden inputs: [-3.1449248 -3.06159835 -3.60293502 -3.81519765 -3.32542276 -4.07448751
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oet: [ 2.56934078 1.78926039 1.46234206 0.74735041 1.67211896 1.1582272
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hidden inputs: [-4.80635048 -5.04249295 -5.58882226 -5.96799083 -6.25229631 -6.59029708
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hidden Outputs: [ 0.00811132 0.0064162 0.0037255 0.00255284 0.00192232 0.00137175
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final inputs: [-0.1190478 -0.00917569 0.03359984 0.13795961 0.00210709 0.07570031
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oet: [-0.23082776 -0.34069987 -0.3834754 -0.48783517 -0.35198265 -0.42557586
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hidden inputs: [-4.30879376 -4.23391965 -4.34072949 -4.95093121 -5.23423746 -5.12138114
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hidden Outputs: [ 0.01327127 0.01428835 0.0128595 0.00702709 0.00530262 0.00593237
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final inputs: [-0.27128737 -0.01320136 0.09129499 0.3291337 0.02744548 0.18786581
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hidden inputs: [-4.19763948 -3.80505047 -4.07008318 -4.64983038 -4.45162538 -4.59757729
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hidden Outputs: [ 0.01480843 0.02177344 0.01678927 0.00947264 0.01152522 0.0099757
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hidden inputs: [-4.01101612 -4.19332941 -4.62474079 -5.30774689 -5.60730859 -4.74341387
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hidden Outputs: [ 0.01779267 0.01487144 0.00971097 0.00492866 0.00365751 0.00863367
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final inputs: [-0.26111533 -0.01711231 0.08833619 0.31953912 0.02064511 0.183245
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hidden inputs: [-5.3413953 -5.26491254 -6.19696217 -6.55468478 -6.41647543 -6.97582839
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-3.94405419 -4.54884077 -4.48969313 -4.49814322 -3.95504904 -4.12744452]
hidden Outputs: [ 0.02057908 0.01589162 0.02120084 0.0092817 0.01146377 0.00830272
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[-1.10981456 0.12406373 0.49947708 1.14104047 0.05029667 0.78362769
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oet: [-0.62324919 -0.99853722 -1.14451817 -1.50736785 -1.05213999 -1.30036136
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X: [ 1. 0. -1.33460919 0.37718977 -0.21168512 1. 0.
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hidden inputs: [-4.23682795 -4.70835156 -4.31193244 -5.19727159 -5.21030861 -4.75568178
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hidden Outputs: [ 0.01424744 0.00893901 0.01323023 0.00550121 0.00543034 0.0085293
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final inputs: [-0.23447964 -0.01830375 0.06891297 0.26951624 0.0116007 0.152491
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[-1.10981456 0.12406373 0.49947708 1.14104047 0.05029667 0.78362769
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oet: [ 0.58476219 0.36858631 0.28136958 0.08076632 0.33868186 0.19779156
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Progress: 3.7% ... Training loss: 1.133 ... Validation loss: 1.387[-0.08116404 -0.0048032 0.02820157 0.09696513 0.00575355 0.05491509
-0.00080818 -0.04787374 -0.06937814 0.07820786]
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[[-1.2199066 -0.17564143 0.08068052 ..., -0.4736096 -0.65109644
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...,
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hidden inputs: [-4.88451031 -5.26826236 -6.21675333 -6.57841227 -6.70872172 -6.9289462
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-5.92062177 -6.88267098 -6.07789599 -7.15221826 -6.60529775 -5.98936202]
hidden Outputs: [ 0.00750606 0.00512614 0.00199174 0.00138813 0.00121874 0.00097807
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0.00484831 0.002123 0.01501572 0.006509 0.00316506 0.00189872
0.00267635 0.00102435 0.00228775 0.00078251 0.00135135 0.002499 ]
final inputs: [-0.08116404 -0.0048032 0.02820157 0.09696513 0.00575355 0.05491509
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oet: [ 1.41828363 1.34192279 1.30891802 1.24015446 1.33136604 1.2822045
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[-0.16503341 -0.00928 0.04802875 0.19462146 0.01161387 0.10954281
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X: [ 1. 0. 1.36590221 -0.91861811 -0.45608552 0. 0.
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hidden inputs: [-4.5631301 -4.70904226 -5.14268012 -5.71020297 -5.55963158 -6.07033212
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hidden Outputs: [ 0.01032171 0.00893289 0.00580808 0.00330107 0.00383543 0.00230508
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final inputs: [-0.16503341 -0.00928 0.04802875 0.19462146 0.01161387 0.10954281
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oet: [ 0.74135127 0.58559785 0.5282891 0.3816964 0.56470398 0.46677504
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[-0.52377516 -0.03283252 0.17343633 0.6181354 0.04749442 0.36198864
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hidden inputs: [-3.45475336 -3.14718329 -3.73325288 -4.10430198 -4.18191439 -4.91067686
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hidden Outputs: [ 0.03062742 0.04120241 0.02335635 0.01623365 0.0150396 0.00731362
0.0296423 0.03177914 0.01545824 0.02101598 0.03034105 0.02972546
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final inputs: [-0.52377516 -0.03283252 0.17343633 0.6181354 0.04749442 0.36198864
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[[ -5.59819167e-01 -1.15110680e-01 2.63578170e-01 8.71496395e-01
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4.73884665e-02 7.76564890e-01 2.03493886e-02 -4.76440840e-01
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oet: [ 1.42536332 0.93442069 0.72815183 0.28345277 0.85409374 0.53959953
0.91911056 1.20535964 1.35190738 0.42245286]
[-1.03649903 -0.053724 0.33270832 1.24899599 0.10182418 0.72546064
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X: [ 0. 0. 0.22337816 -0.14113338 0.76428167 0. 0.
0. 1. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
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[-1.32839622 0.06414493 0.0330714 ..., -0.52497579 -0.36681313
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[-1.67074257 -0.08887201 -0.15296625 ..., -0.38784226 -0.70490577
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hidden inputs: [-2.76026277 -3.26875603 -3.10852312 -3.14165913 -3.2784688 -3.5763534
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-3.11929942 -3.45135505 -3.46558406 -3.30162248 -3.40052037 -3.42628693]
hidden Outputs: [ 0.05950966 0.03665873 0.04275705 0.04142119 0.03631727 0.0272161
0.06917761 0.08971129 0.03655686 0.04004955 0.08436178 0.04191346
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final inputs: [-1.03649903 -0.053724 0.33270832 1.24899599 0.10182418 0.72546064
-0.04012568 -0.60777274 -0.91212078 0.96431921]
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oet: [ 0.80239765 -0.18037738 -0.5668097 -1.48309737 -0.33592557 -0.95956202
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[-0.27751769 -0.01892473 0.08738492 0.3284707 0.02178416 0.19083356
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X: [ 1. 0. -0.19208513 0.74001598 -0.69966852 0. 0.
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[[-1.2199066 -0.17564143 0.08068052 ..., -0.4736096 -0.65109644
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[-1.32839622 0.06414493 0.0330714 ..., -0.52497579 -0.36681313
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...,
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[-1.41040716 -0.05290108 -0.05030675 ..., -0.56238141 -0.60444497
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hidden inputs: [-3.87681202 -4.194717 -4.48058885 -4.82537194 -4.69469979 -4.72114243
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-4.84398801 -4.75274985 -4.91543746 -5.16889654 -4.69160647 -4.91111973]
hidden Outputs: [ 0.02029629 0.01485113 0.01119988 0.0079597 0.00906076 0.0088264
0.01965304 0.01625334 0.01015182 0.01018715 0.01499286 0.013537
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final inputs: [-0.27751769 -0.01892473 0.08738492 0.3284707 0.02178416 0.19083356
-0.0134873 -0.15914355 -0.24005715 0.2563696 ]
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[ -7.88837375e-01 -6.57116285e-02 4.37079877e-01 7.85407912e-01
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oet: [ 3.55523301 3.29664005 3.1903304 2.94924462 3.25593116 3.08688176
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[-0.88265137 -0.07808738 0.25097383 1.03560038 0.05427227 0.58338594
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X: [ 0. 0. -2.37326742 -0.29663033 -0.69966852 1. 0.
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0. 0. 0. 0. 0. 0. 0.
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hidden inputs: [-2.91440273 -3.49933607 -2.94196437 -3.67947614 -3.53318532 -3.70422855
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-3.22345798 -3.65035884 -3.80973074 -3.15535299 -3.11054092 -3.43043508]
hidden Outputs: [ 0.05144616 0.02933113 0.05011768 0.024615 0.02838261 0.02402766
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final inputs: [-0.88265137 -0.07808738 0.25097383 1.03560038 0.05427227 0.58338594
-0.07271001 -0.51926183 -0.77037901 0.78065079]
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oet: [-0.14533008 -0.94989407 -1.27895528 -2.06358183 -1.08225372 -1.6113674
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[-0.07001817 -0.00497408 0.02163937 0.07985173 0.00367125 0.04514364
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X: [ 1. 0. -0.81528007 -0.71128885 0.03189788 0. 1.
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hidden inputs: [-5.47346981 -5.32089985 -5.94076393 -6.35838271 -6.92184206 -6.74747374
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-5.91417357 -6.93403285 -6.54627089 -6.35026003 -5.94617685 -5.87920624]
hidden Outputs: [ 0.00417911 0.00486457 0.00262312 0.00172917 0.00098504 0.00117247
0.00423806 0.00523506 0.00331037 0.00337685 0.00340197 0.00403711
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0.00301635 0.00238109 0.00954548 0.00298999 0.00258075 0.00153533
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final inputs: [-0.07001817 -0.00497408 0.02163937 0.07985173 0.00367125 0.04514364
-0.00348338 -0.04062642 -0.05819402 0.06173677]
[[ -5.59819167e-01 -1.15110680e-01 2.63578170e-01 8.71496395e-01
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[-1.41040716 -0.05290108 -0.05030675 ..., -0.56238141 -0.60444497
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hidden inputs: [-4.10806788 -3.82419035 -4.86774856 -5.27211508 -5.20335801 -5.23993524
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-4.78206642 -5.44813967 -4.68749069 -5.81157337 -4.83500417 -4.85574171]
hidden Outputs: [ 0.01617362 0.02136948 0.00763197 0.00510653 0.00546801 0.00527265
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final inputs: [-0.22837877 -0.01531559 0.07503421 0.27351466 0.01994162 0.15822624
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[-0.10390212 -0.00606594 0.03421499 0.1225862 0.00697145 0.06824116
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[-1.41040716 -0.05290108 -0.05030675 ..., -0.56238141 -0.60444497
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hidden inputs: [-4.96218105 -5.04846059 -5.63575626 -6.0976927 -6.15046671 -6.43333538
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-5.42138558 -6.86816875 -5.63452615 -6.58018765 -5.9400515 -5.90010443]
hidden Outputs: [ 0.00694902 0.00637826 0.00355529 0.00224301 0.00212795 0.0016045
0.00588436 0.00957394 0.00238688 0.00564995 0.00561278 0.00623297
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0.00272298 0.00251035 0.01795397 0.00707553 0.00532805 0.0023112
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final inputs: [-0.10390212 -0.00606594 0.03421499 0.1225862 0.00697145 0.06824116
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[-1.41040716 -0.05290108 -0.05030675 ..., -0.56238141 -0.60444497
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hidden inputs: [-3.12419831 -3.24134315 -3.15213934 -3.74627921 -3.80882894 -3.12955527
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-3.0372575 -3.66130682 -3.20221625 -3.28699753 -3.63677835 -3.59508552]
hidden Outputs: [ 0.04212006 0.03763921 0.04100706 0.02306105 0.02169311 0.04190446
0.04166073 0.06817292 0.0357443 0.04005163 0.04206923 0.03285886
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0.0457708 0.02505502 0.03908241 0.03601995 0.02566122 0.02672452]
final inputs: [-0.85621639 -0.05505968 0.27627978 1.02678524 0.07292342 0.58594894
-0.04764742 -0.5124198 -0.76329527 0.77175608]
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oet: [ 2.12717931 1.3260226 0.99468314 0.24417768 1.19803949 0.68501398
1.31861034 1.78338272 2.03425819 0.49920684]
[-1.34466082 -0.08826284 0.42299636 1.59288223 0.11854398 0.92783457
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X: [ 0. 0. -0.81528007 -0.29663033 -0.21168512 0. 0.
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hidden inputs: [-2.30769039 -2.9893234 -2.40673092 -2.9267388 -3.28697929 -3.0640153
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-2.5301625 -2.96394989 -2.80898218 -2.8111858 -3.21288543 -3.56357097]
hidden Outputs: [ 0.09048805 0.04791054 0.08266087 0.05084749 0.03602059 0.04461624
0.09599969 0.06874522 0.04650309 0.03807269 0.07774879 0.05267879
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final inputs: [-1.34466082 -0.08826284 0.42299636 1.59288223 0.11854398 0.92783457
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hidden inputs: [-3.58527142 -3.7246735 -4.29207269 -4.9144968 -5.19423945 -5.25805375
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-4.10514215 -4.53530567 -3.06519706 -3.74683772 -4.21632769 -4.93358005
-4.73623183 -5.56157023 -4.66473269 -4.91493373 -4.45266444 -4.67173688]
hidden Outputs: [ 0.02698098 0.02355286 0.01349202 0.00728594 0.00551782 0.00517847
0.01927931 0.03964186 0.01362427 0.01481229 0.01840649 0.01779535
0.00766992 0.00992631 0.0045889 0.00869043 0.03630082 0.01247837
0.01622024 0.01060985 0.04456589 0.02304847 0.01453824 0.0071492
0.00869536 0.00382803 0.00933383 0.00728278 0.01151339 0.00926928]
final inputs: [-0.33742215 -0.02324733 0.10897991 0.40873531 0.02543368 0.23029899
-0.00702663 -0.20385845 -0.29525066 0.3166717 ]
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-3.22419230e-01 8.53270131e-01]
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[ -9.89832191e-01 1.02947101e-01 -5.49800469e-02 1.08737747e+00
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[ -1.10521261e+00 1.22258974e-01 4.94990885e-01 1.13049608e+00
4.73884665e-02 7.76564890e-01 2.03493886e-02 -4.76440840e-01
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oet: [ 0.09780771 -0.21636711 -0.34859435 -0.64834975 -0.26504812 -0.46991343
-0.23258781 -0.03575598 0.05563623 -0.55628614]
[-0.13489515 -0.0066919 0.04012952 0.1629807 0.00931238 0.09206206
-0.0082991 -0.07976878 -0.1189831 0.12645883]
X: [ 1. 0. 0.53497563 1.31017145 -0.45608552 0. 1.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 1. 0. 0. 0. 0. ]
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-0.6922524 ]
[-1.32839622 0.06414493 0.0330714 ..., -0.52497579 -0.36681313
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[-1.41279852 -0.28441402 -0.07964286 ..., -0.35315183 -0.58653325
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...,
[-1.67074257 -0.08887201 -0.15296625 ..., -0.38784226 -0.70490577
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[-1.44281695 -0.15102003 -0.16396946 ..., -0.54125869 -0.33659087
-0.69052895]
[-1.41040716 -0.05290108 -0.05030675 ..., -0.56238141 -0.60444497
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hidden inputs: [-4.66962278 -5.12133629 -5.2141412 -5.41628865 -5.99778976 -5.78331419
-4.52810572 -4.30284927 -5.37043656 -4.74510323 -5.05877894 -5.29444433
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-5.1140581 -5.75734095 -5.88969928 -5.59786903 -5.27610099 -5.36749737]
hidden Outputs: [ 0.00928872 0.00593264 0.00540968 0.00442395 0.00247808 0.00306905
0.0106857 0.01334934 0.00463056 0.00861923 0.0063132 0.00499433
0.0032842 0.00403565 0.00214739 0.00765484 0.01449257 0.00462263
0.00456794 0.00617474 0.01014428 0.00865945 0.00337252 0.00275513
0.00597571 0.00314955 0.00276017 0.00369207 0.00508632 0.00464412]
final inputs: [-0.13489515 -0.0066919 0.04012952 0.1629807 0.00931238 0.09206206
-0.0082991 -0.07976878 -0.1189831 0.12645883]
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-3.22419230e-01 8.53270131e-01]
[ -7.88837375e-01 -6.57116285e-02 4.37079877e-01 7.85407912e-01
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[ -1.01248079e+00 8.78837299e-03 1.27764955e-01 8.83944668e-01
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[ -9.34290515e-01 -1.97545830e-01 3.84952006e-01 1.29987337e+00
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[ -1.04030634e+00 6.70695448e-02 1.45401607e-01 7.88411739e-01
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[ -8.52048257e-01 -2.07220904e-02 2.59842529e-01 8.16146384e-01
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[ -5.67653106e-01 -5.95649691e-02 5.29660317e-01 9.17821316e-01
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[ -8.10969122e-01 -2.61123393e-01 3.38083665e-01 1.19913460e+00
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[ -9.89832191e-01 1.02947101e-01 -5.49800469e-02 1.08737747e+00
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[ -1.10521261e+00 1.22258974e-01 4.94990885e-01 1.13049608e+00
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oet: [-0.15984985 -0.2880531 -0.33487452 -0.45772569 -0.30405737 -0.38680706
-0.2864459 -0.21497622 -0.1757619 -0.42120383]
[-0.19582309 -0.01395668 0.0614567 0.23173252 0.01564714 0.13639979
-0.01042331 -0.11344852 -0.17165001 0.18017185]
X: [ 1. 0. 0.53497563 1.62116534 0.03189788 0. 0.
0. 1. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 1. 0. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0. ]
[[-1.2199066 -0.17564143 0.08068052 ..., -0.4736096 -0.65109644
-0.6922524 ]
[-1.32839622 0.06414493 0.0330714 ..., -0.52497579 -0.36681313
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[-1.41279852 -0.28441402 -0.07964286 ..., -0.35315183 -0.58653325
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...,
[-1.67074257 -0.08887201 -0.15296625 ..., -0.38784226 -0.70490577
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[-1.44281695 -0.15102003 -0.16396946 ..., -0.54125869 -0.33659087
-0.69052895]
[-1.41040716 -0.05290108 -0.05030675 ..., -0.56238141 -0.60444497
-0.52478847]]
hidden inputs: [-4.38437868 -4.5130957 -4.87718722 -4.78821036 -4.92192868 -5.18170709
-4.47319704 -4.41949045 -4.75978932 -4.72265158 -4.45727463 -4.78714417
-5.00673028 -5.44610087 -5.72503106 -4.67046063 -3.83999951 -4.86025848
-5.05313824 -4.88304602 -4.34531682 -4.58622995 -5.05515 -5.01251419
-5.011596 -5.15988016 -5.17437644 -5.39740261 -5.09969455 -4.96173338]
hidden Outputs: [ 0.01231703 0.01084555 0.00756081 0.00825857 0.00723238 0.00558702
0.01128204 0.01189712 0.00849464 0.00881321 0.01146104 0.00826731
0.00664826 0.00429457 0.00325264 0.00928101 0.02104136 0.0076889
0.00634869 0.00751698 0.0128014 0.01008839 0.00633601 0.00661017
0.0066162 0.0057096 0.00562789 0.00450791 0.00606164 0.00695211]
final inputs: [-0.19582309 -0.01395668 0.0614567 0.23173252 0.01564714 0.13639979
-0.01042331 -0.11344852 -0.17165001 0.18017185]
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oet: [ 1.99052633 1.80865992 1.73324655 1.56297072 1.7790561 1.65830345
1.80512655 1.90815177 1.96635325 1.6145314 ]
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X: [ 1. 0. 0.11951233 1.05100987 -0.21168512 0. 1.
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